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repo-pulse-mcp

CI npm MCP Registry Read-only License: MIT

Turn git history into answers your AI assistant can act on: what is risky in this branch, who should review it, which files keep breaking and what changed since the last release.

repo-pulse is a read-only Model Context Protocol server for local git repositories. It runs over stdio, needs nothing but Node.js and git, never modifies a repository and never touches the network. Ask your assistant things like:

  • 🔍 "I'm about to open a PR. What's risky, what did I forget, and who should review it?"

  • 🐛 "Which files keep breaking? Where is the churn?"

  • 👥 "Who knows the billing module best? Are we depending on a single person?"

  • 🔗 "Which files always change together with this one?"

  • 🚀 "What changed since the last release? Draft the release notes."

  • 🧹 "Which branches are stale, and which are already merged?"

It works with any local git repository, whether it was cloned from GitHub, GitLab, Bitbucket or anywhere else, or has no remote at all. Platform data such as pull requests, issues or CI status is out of scope.

Claude Code using repo-pulse to review a vitejs/vite branch: risky files, missing companions and reviewers

A real Claude Code session reviewing a branch of vitejs/vite with no shell, only repo-pulse. See how it was recorded.

Quick start

Requires Node.js 22.12+ and git. There is nothing to clone or build: the server runs from npm.

# Claude Code: run inside the repository you want to ask about
claude mcp add repo-pulse -- npx -y repo-pulse-mcp --repo "$PWD"

Then ask "What changed since the last release?", or review your branch with the built-in prompt: /mcp__repo-pulse__review_branch main. For Claude Desktop and other MCP clients, see Installation.

Related MCP server: mcp-git-tools

Features

13 tools, grouped by the question they answer. 🆕 marks the newest ones.

🔍 Code review and risk

Tool

What it answers

review_context 🆕

One-call briefing for a branch or PR: changed files ranked by past churn and fixes, files that usually change with them but were left out, reviewers

file_hotspots

Files ranked by how often they changed, with how many changes were bug fixes. types: ["fix"] finds the files that keep breaking

change_coupling

File pairs that keep changing in the same commits: hidden dependencies that imports do not show

👥 Ownership and team

Tool

What it answers

knowledge_map 🆕

Who knows a file or directory, weighted toward recent work, plus the bus factor and files that depend on one person

code_age 🆕

How long ago each file last changed, the oldest directories and files whose last author has left

contributor_summary

Commits per author in a time window, optionally for one path

🚀 Releases and branches

Tool

What it answers

release_notes_draft

Commits between two refs grouped by conventional-commit type, plus Markdown

list_tags

Tags newest first, the latest release on HEAD and how much is unreleased

compare_refs

Ahead/behind counts and the commits between two branches, tags or commits

stale_branches

Branches with no commits for N days, and whether each is already merged

🕒 History and activity

Tool

What it answers

recent_activity

Commits from the last N days, filterable by author and path

commit_search

Commits whose message mentions a ticket id, feature name or any text

file_history

One file's commits with line stats, following it across renames

📦 Also included

Kind

Name

What it does

Resource

repo://{name}/overview

Current branch, last commit, latest tag, commit/branch/tag counts

Prompt

review_branch 🆕

Review briefing for a branch: risky files, forgotten files, reviewers, a checklist

Prompt

release_notes 🆕

Polished release notes since the last tag, with a suggested next version

Prompt

ownership_report 🆕

Owners, bus factor and knowledge at risk for a directory, with next steps

Prompt

cleanup_branches 🆕

Stale branches split into safe to delete and needs a decision, with the commands

Prompt

weekly_engineering_update

Guides the model to gather data with the tools and write an update

All tools are annotated readOnlyHint: true, declare an outputSchema, and return both structuredContent and a JSON text block for older clients. Full inputs and outputs are in the Tool reference.

Example conversations

You: I'm about to open a PR for feature/search. Anything I should know?

Assistant (calls review_context with base: "main", head: "feature/search"): 4 commits touching 6 files. src/api.ts is the risky one: it changed 14 times on main in the last six months and 6 of those were bug fixes. You may have forgotten test/api.test.ts: it changed together with src/api.ts in 9 of 10 commits but is not in this branch. Suggested reviewer: Alice, who holds most of the recent knowledge of these files.

You: Who knows src/billing/ best? Are we depending on one person?

Assistant (calls knowledge_map with path: "src/billing"): The bus factor is 1. Carol holds 72% of the recent knowledge and is the main owner of 11 of 14 files; 9 of them depend on her alone. Bob is a distant second at 18%. Pairing Bob with Carol on the next billing change would spread the knowledge…

You: Which parts of the code has nobody touched in a long time?

Assistant (calls code_age with minAgeDays: 365): Half of the files haven't changed in 18 months. src/legacy/ is the oldest directory (median 3.2 years), and 41 of its files were last changed by people who no longer commit here. That's where knowledge is being lost…

You: Where is the churn this quarter, and what keeps breaking?

Assistant (calls file_hotspots with days: 90): src/core/insights.ts changed in 23 commits by 3 people, far more than anything else, and 9 of those commits were fixes. That's a good candidate for splitting up or adding tests…

You: What changed since the last release?

Assistant (calls release_notes_draft with defaults: latest tag → HEAD): Since v0.2.0 there are 14 commits. One breaking change: the config file moved to repo-pulse.json. New features: an author filter for activity and branch merge detection. Three bug fixes, mostly around empty repositories. Here's a Markdown draft you can paste into the GitHub release: …

You: Can we clean up some branches?

Assistant (calls stale_branches with days: 30): 6 branches haven't seen a commit in 30+ days. 4 of them are already merged into main and are safe to delete: …

You: (selects the weekly_engineering_update prompt)

Assistant (calls recent_activity, contributor_summary, file_hotspots, stale_branches): Highlights — …

The conversations are illustrative: names and numbers are made up.

And a real session on vite, asking about unreleased changes and stale branches:

Claude Code using repo-pulse to summarize unreleased changes and stale branches in vitejs/vite

Why repo-pulse?

There are already MCP servers for GitHub, GitLab and git itself, and coding agents with a shell can run git log directly. repo-pulse does not try to replace them. It does a different job: it turns local git history into answers and is safe to auto-approve.

repo-pulse

GitHub / GitLab MCP

Generic git MCP / shell

Returns

Aggregated insights

Platform API objects

Raw git output

Can modify anything

No, enforced by an allowlist

Usually yes (token scopes)

Yes

Needs a token or network

No

Yes

No

Sees local and unpushed branches

Yes

No

Yes

Works without a hosting platform

Yes

No

Yes

Sees pull requests, issues, CI

No

Yes

No

What that means in practice:

  • Fewer steps, correct numbers. Questions like "where is the churn?", "what goes into the release notes?" or "which branches are merged and stale?" otherwise take several shell commands and hand-written counting pipelines, which can be silently wrong. repo-pulse does the counting in tested code and returns deterministic JSON that says which filters it applied. Some tools go further than any single git command: review_context combines churn, fix history, change coupling and ownership for a branch in one call.

  • Read-only you can verify. Every tool is annotated readOnlyHint and backed by a git subcommand allowlist (see Security model), so a client can run it without asking for approval each time. You would not give the same permission to a shell or to a git server that can commit and push.

  • Useful where there is no shell. Chat clients such as Claude Desktop cannot run git. With repo-pulse, an engineering manager or tech lead can ask about a repository directly.

  • Works with anything git can open. It works offline and in air-gapped environments, on self-hosted or remote-less repositories, and it never returns author email addresses.

Use it alongside a platform server, not instead of one. Pair it with the GitHub or GitLab MCP when you also need pull requests, issues or CI status. If you work in a coding agent that already has a shell and you only need the occasional git log, you probably do not need repo-pulse.

Benchmark

Claude Code (Sonnet 5.5) answered the same four questions about vite and express twice: once with only a read-only shell and once with only repo-pulse. Full method, answers and caveats are in bench/README.md.

Question

Shell: turns · time · result

repo-pulse: turns · time · result

Top 10 hotspots, last 90 days

2 · 6.6 s · ✅

2 · 6.5 s · ✅

Files coupled to config.ts

2 · 7.4 s · ❌ undercounted

2 · 8.6 s · ✅

Release notes, latest vs previous

3 · 14.0 s · ✅

3 · 12.5 s · ✅

Merged branches stale for 90 days

5 · 15.9 s · ✅

2 · 4.3 s · ✅

The benchmark was run with v0.3.0 (10 tools). The honest summary: repo-pulse is not cheaper in tokens for simple one-off questions, because a good model writes compact shell pipelines and repo-pulse's tool definitions cost tokens in every session (about 4k for the current 13 tools). It wins on multi-step questions, on getting the numbers right, and in clients that have no shell at all.

Requirements

  • Node.js 22.12+

  • git 2.24+ (for --end-of-options)

Installation

The package is published on npm, so there is nothing to clone or build. The server only serves repositories you explicitly allow. Pass them as CLI arguments or an environment variable (separated by : on macOS/Linux, ; on Windows):

npx -y repo-pulse-mcp --repo ~/code/my-app --repo ~/code/my-lib
# or, as plain arguments
npx -y repo-pulse-mcp ~/code/my-app ~/code/my-lib
# or
REPO_PULSE_REPOS=~/code/my-app:~/code/my-lib npx -y repo-pulse-mcp

Without any configured repository the server refuses to start. It is also listed in the MCP Registry as io.github.hasanyelaldi/repo-pulse-mcp.

Choosing tools

Every enabled tool's definition costs tokens in every session, about 4k for all 13. If you only need some of them, enable just those with --tools (or REPO_PULSE_TOOLS), using the groups from Features, single tool names, or both:

Toolset

Tools

Definitions

review

review_context, file_hotspots, change_coupling

~1.3k tokens

ownership

knowledge_map, code_age, contributor_summary

~950 tokens

releases

release_notes_draft, list_tags, compare_refs, stale_branches

~950 tokens

history

recent_activity, commit_search, file_history

~800 tokens

all

Everything (the default)

~4k tokens

npx -y repo-pulse-mcp --repo ~/code/my-app --tools review,list_tags
# or
REPO_PULSE_TOOLS=review,ownership npx -y repo-pulse-mcp ~/code/my-app

An unknown name stops the server at startup with the list of valid names. Prompts follow the tools: review_branch needs review_context, release_notes needs release_notes_draft, ownership_report needs knowledge_map, cleanup_branches needs stale_branches, and weekly_engineering_update needs the four tools it uses.

Claude Code

Run this inside the repository you want to ask about:

claude mcp add repo-pulse -- npx -y repo-pulse-mcp --repo "$PWD"

Claude Desktop

Edit claude_desktop_config.json (macOS: ~/Library/Application Support/Claude/, Windows: %APPDATA%\Claude\) and restart Claude Desktop. Use absolute paths:

{
  "mcpServers": {
    "repo-pulse": {
      "command": "npx",
      "args": ["-y", "repo-pulse-mcp", "--repo", "/absolute/path/to/your/repository"]
    }
  }
}

From source

git clone https://github.com/hasanyelaldi/repo-pulse-mcp.git
cd repo-pulse-mcp
npm ci
npm run build
node build/index.js --repo /absolute/path/to/your/repository

Podman / Docker

podman build -t repo-pulse-mcp .
podman run -i --rm \
  -v "$PWD:/repos/project:ro" \
  -e REPO_PULSE_REPOS=/repos/project \
  repo-pulse-mcp

The repository is mounted read-only. On SELinux hosts (Fedora, RHEL) add ,Z to the volume options. Replace podman with docker if you prefer; the image uses no Docker-specific features. For an MCP client, use podman as the command and the rest as args.

Tool reference

Every tool accepts an optional repo argument: a repository name (the directory name, shown in the overview resource) or its absolute path. It defaults to the first configured repository.

Results are compact JSON, and commit lists carry shortHash (git's abbreviated hash, long enough to be unambiguous in the repository) rather than the full hash; it works anywhere a ref is accepted.

review_context

Input

Type

Default

Notes

base

string

–

Required. Target ref the changes would merge into

head

string

HEAD

Ref with the changes

days

integer

180

How far back to read the history of base

halfLifeDays

integer

90

Recency weighting for reviewers, as in knowledge_map

exclude

string[]

–

Up to 20 globs to skip, same syntax as file_hotspots

minShared

integer

2

Minimum shared commits for a missing companion

minDegree

integer

50

Minimum coupling degree (%) for a missing companion

maxFilesPerCommit

integer

30

History commits touching more files are skipped (see below)

limit

integer

20

1–100, applies to each list separately

Output: { repo, base, head, baseCommit, headCommit, windowDays, commits, truncated, changeAuthors, filesChanged, additions, deletions, historyScanned, scanTruncated, files: [{ path, additions, deletions, changes, fixes, lastChanged, owner, ownerShare }], missingCompanions: [{ path, coupledWith, sharedCommits, degree }], reviewers: [{ author, share, filesKnown, lastCommit }] }

One call that combines file_hotspots, change_coupling and knowledge_map for the files changed in base..head, read against the history of base:

  • files are the changed files, riskiest first: most fixes on base, then most changes. New files have no history, so changes is 0 and owner is null.

  • missingCompanions are files that were not changed but usually change together with a changed file (same degree as change_coupling), such as a test or config that may have been forgotten.

  • reviewers are ranked by recent-weighted knowledge of the changed files and leave out the authors of the changes themselves. share is relative to everyone's knowledge, change authors included.

The changed files come from the non-merge commits in base..head, so a file that was changed and later changed back still counts. Commits touching more than maxFilesPerCommit files still count toward changes and fixes, but not toward ownership or coupling. Renames are not followed.

file_hotspots

Input

Type

Default

Notes

days

integer

90

1–3650

path

string

–

Restrict to a subtree

exclude

string[]

–

Up to 20 globs to skip, e.g. ["*.lock", "dist/"]. No / = any depth, trailing / = directory

types

string[]

–

Only count these conventional-commit types, e.g. ["fix"]

limit

integer

10

1–100

Output: { repo, windowDays, types, commitsScanned, scanTruncated, commitsMatched, fixesFromKeywords, filesChanged, hotspots: [{ path, changes, fixes, additions, deletions, authors, lastChanged }] }

Merge commits are excluded and renames are not followed, so a renamed file starts fresh. Use file_history to trace a single file across renames.

fixes counts the commits among changes that were bug fixes: a file that changes often and mostly through fixes is a better refactoring candidate than one that just grows. With types: ["fix"] only fixes are counted, so the ranking shows the files that keep breaking. Commit types come from conventional-commit headers (fix(api): …). A commit without one counts as a fix when its subject mentions "fix", "bug" or "hotfix"; fixesFromKeywords says how many fixes were found that way, so a non-zero value means the counts are an estimate. A header always wins, so docs: fix typo is not a fix.

change_coupling

Input

Type

Default

Notes

days

integer

90

1–3650

file

string

–

Only pairs that include this file

path

string

–

Restrict to a subtree

exclude

string[]

–

Up to 20 globs to skip, same syntax as file_hotspots

minShared

integer

2

Minimum shared commits for a pair to be listed

maxFilesPerCommit

integer

30

Commits touching more files are skipped

limit

integer

10

1–100

Output: { repo, windowDays, commitsScanned, scanTruncated, commitsSkipped, pairCount, pairs: [{ fileA, fileB, sharedCommits, revisionsA, revisionsB, degree }] }

degree is the number of shared commits as a percentage of the average number of commits that touched each file: 100 means the two files always change together. A high degree between files that do not import each other usually points to a hidden dependency (duplicated logic, a config or fixture that must be kept in sync). Large commits such as bulk renames or formatting runs are skipped because they would couple every file they touch. Merge commits are excluded and renames are not followed.

knowledge_map

Input

Type

Default

Notes

path

string

–

A file or subtree; omit for the whole repository

days

integer

365

1–3650

halfLifeDays

integer

90

A commit counts half as much for every N days of age

exclude

string[]

–

Up to 20 globs to skip, same syntax as file_hotspots

maxFilesPerCommit

integer

30

Commits touching more files are skipped

limit

integer

10

1–100, applies to authors and files separately

Output: { repo, path, windowDays, halfLifeDays, commitsScanned, scanTruncated, commitsSkipped, filesAnalyzed, busFactor, concentratedFiles, authors: [{ author, share, filesOwned, commits, lastCommit }], files: [{ path, owner, ownerShare, authors, commits, lastChanged }] }

Every commit that touches a file gives its author knowledge of that file, halved every halfLifeDays, so someone who reworked a module last month outranks someone who wrote it three years ago. Line counts are ignored so generated or reformatted diffs do not dominate. share and ownerShare are percentages. busFactor is the fewest authors who together hold more than half of the knowledge in the area; concentratedFiles counts files where one author holds at least 80%. files lists the most frequently changed files first with their main owner, which makes it a quick reviewer suggestion for a path. Merge commits are excluded and renames are not followed.

code_age

Input

Type

Default

Notes

path

string

–

A file or subtree; omit for the whole repository

minAgeDays

integer

0

Only list files at least this old; the summary covers all

inactiveDays

integer

180

An author with no commit for this long counts as inactive

exclude

string[]

–

Up to 20 globs to skip, same syntax as file_hotspots

limit

integer

20

1–100, applies to directories and files separately

Output: { repo, path, inactiveDays, commitsScanned, scanTruncated, filesOnHead, medianAgeDays, ageBuckets: [{ label, files }], inactiveAuthorFiles, directories: [{ path, files, medianAgeDays, newestAgeDays }], files: [{ path, lastChanged, ageDays, lastAuthor, lastAuthorActive, commits }] }

Every file on HEAD gets the date and author of the last non-merge commit that changed it. ageBuckets splits the files into under 30 days, 30–90 days, 90 days–1 year, 1–2 years and over 2 years. directories groups files by the first directory level below path (. for files directly in it), oldest median first, which shows the parts of the code nobody works on any more. lastAuthorActive is false when that person has not committed anywhere in the repository for inactiveDays, merges included; inactiveAuthorFiles counts those files, a rough measure of knowledge that has left. People who commit under several names with one email are counted once.

Which files are on HEAD comes from additions and deletions along the first-parent history, so files that a merge added or deleted by itself are handled correctly. History is read up to 20,000 commits; beyond that scanTruncated is true and files last changed before the cut-off are missing.

contributor_summary

Input

Type

Default

Notes

days

integer

30

1–3650

includeMerges

boolean

false

Count merges too

path

string

–

Restrict to a subtree

limit

integer

20

1–100

Output: { repo, windowDays, totalCommits, scanTruncated, contributorCount, contributors: [{ author, commits, firstCommit, lastCommit }] }

release_notes_draft

Input

Type

Default

Notes

from

string

latest tag before to

Exclusive. Tag, branch or commit hash

to

string

HEAD

Inclusive

format

string

markdown

markdown, sections or both

Output: { repo, from, to, commitCount, truncated, markdown?, sections?: [{ key, title, entries: [{ shortHash, scope, description, author }] }] }

markdown is a ready-to-paste draft; sections is the same content as structured data. Only the requested format is returned, because both together double the size of the result.

Sections, in order: Breaking Changes, Features, Bug Fixes, Performance, Refactoring, Documentation, Tests, Build System, Continuous Integration, Chores, Reverts, Other Changes. A commit is breaking if its header has ! (feat!: …) or its body has a BREAKING CHANGE: footer; breaking commits also appear in their type section. Merge commits are skipped.

list_tags

Input

Type

Default

Notes

limit

integer

20

1–200

Output: { repo, totalTags, latestOnHead, commitsSinceLatest, tags: [{ name, date, shortHash, subject }] }

Tags are sorted by tag date, newest first. latestOnHead is the latest tag reachable from HEAD, which can differ from the newest tag when maintenance releases are tagged on other branches. commitsSinceLatest counts the commits after it, i.e. unreleased work.

compare_refs

Input

Type

Default

Notes

base

string

–

Required. Ref to compare against (e.g. main)

head

string

HEAD

Ref to compare

limit

integer

20

1–100, applies to each commit list separately

Output: { repo, base, head, baseCommit, headCommit, ahead, behind, status, truncated, aheadCommits: [{ shortHash, author, date, subject }], behindCommits: [...] }

ahead counts commits reachable from head but not base, behind the reverse. status is identical, ahead, behind or diverged. Both refs go through the same validation as release_notes_draft, and the counts include merge commits.

stale_branches

Input

Type

Default

Notes

days

integer

30

Minimum age of the latest commit

includeRemote

boolean

false

Also list remote-tracking branches

mergedOnly

boolean

false

Only branches already merged into HEAD

limit

integer

50

1–200

Output: { repo, thresholdDays, totalBranches, staleCount, branches: [{ name, lastCommitDate, lastAuthor, daysSinceLastCommit, mergedIntoHead }] }

recent_activity

Input

Type

Default

Notes

days

integer

7

1–3650

author

string

–

Substring of the author name, matched literally

path

string

–

Repository-relative file or directory

limit

integer

50

1–200

Output: { repo, windowDays, totalCommits, truncated, commits: [{ shortHash, author, date, subject }] }

Input

Type

Default

Notes

query

string

–

Required. Literal, case-insensitive; matches subject + body

days

integer

–

1–3650. Omit to search the whole history

author

string

–

Substring of the author name, matched literally

path

string

–

Repository-relative file or directory

limit

integer

20

1–100

Output: { repo, query, windowDays, totalMatches, truncated, commits: [{ shortHash, author, date, subject }] }

file_history

Input

Type

Default

Notes

path

string

–

Required. Repository-relative file, as at HEAD

limit

integer

20

1–100

Output: { repo, path, commitCount, truncated, renamed, commits: [{ shortHash, author, date, subject, path, additions, deletions }] }

Renames are followed, so older commits report the path the file had at the time and renamed is true when the listed commits span more than one path. Merge commits are skipped; additions and deletions are null for binary files.

Resource: repo://{name}/overview

One resource per configured repository (listed via resources/list, name completion supported):

{
  "name": "my-app",
  "path": "/home/me/code/my-app",
  "currentBranch": "main",
  "detachedHead": false,
  "lastCommit": { "hash": "…", "shortHash": "1a2b3c4", "author": "…", "date": "…", "subject": "…" },
  "latestTag": "v0.2.0",
  "commitCount": 412,
  "branchCount": 7,
  "tagCount": 9
}

Prompt: review_branch

Arguments (strings): base (required, e.g. main), head (default HEAD), repo. In Claude Code it is a slash command:

/mcp__repo-pulse__review_branch main feature/search

It tells the model to call review_context (and compare_refs, when that tool is enabled) and write a review briefing: summary, risky files, possibly missing files, suggested reviewers and a checklist of things to verify. It also tells the model that repo-pulse returns history, not the diff, so the briefing does not claim to have read the code. Available whenever review_context is enabled.

Prompt: release_notes

Arguments (strings, all optional): from (default: the latest tag before to), to (default HEAD), version, repo. In Claude Code:

/mcp__repo-pulse__release_notes

It tells the model to call release_notes_draft and rewrite the grouped commits as user-facing release notes: breaking changes first, then features and fixes, with internal chores left out. Without version, it also calls list_tags (when enabled) and suggests the next semver version. Available whenever release_notes_draft is enabled.

Prompt: ownership_report

Arguments (strings, both optional): path (default: the whole repository), repo. In Claude Code:

/mcp__repo-pulse__ownership_report src/billing

It tells the model to call knowledge_map and write a report on the owners, the bus factor and the files that depend on a single person, ending with concrete recommendations. When code_age and file_hotspots are enabled it also calls them, to flag files last changed by people who have left and hotspots owned by one person. Available whenever knowledge_map is enabled.

Prompt: cleanup_branches

Arguments (strings, both optional): days (default 30), repo. In Claude Code:

/mcp__repo-pulse__cleanup_branches

It tells the model to call stale_branches and split the result into merged branches that are safe to delete, with one git branch -d command each, and unmerged branches that need a decision, with their last author. The model is told not to run the commands itself. Available whenever stale_branches is enabled.

Prompt: weekly_engineering_update

Arguments (strings, both optional): repo, days (default 7). Produces a user message that tells the model which tools to call and how to structure a short stakeholder update.

Security model

The server is designed so that a confused or manipulated model cannot do damage:

  • Strictly read-only. git runs through a single function that only allows log, rev-list, rev-parse, describe and for-each-ref. Anything else is rejected before a process starts.

  • No shell, ever. git is started with child_process.execFile and an argument array, so arguments are never interpreted by a shell.

  • Repository allowlist. Only repositories passed via --repo / REPO_PULSE_REPOS are served. Paths are canonicalized with realpath (symlinks resolved) at startup and compared exactly; unknown repositories get the same error whether or not they exist on disk. If nothing is configured, the server does not start (fail closed).

  • Input validation. All inputs go through zod schemas with bounds. Refs must look like a branch, tag, hash or ~N/^N suffix: no leading -, no .. ranges, no @{} or : syntax, and they are passed after --end-of-options, then resolved with rev-parse --verify. Paths must be relative without .. segments and are passed after -- with --literal-pathspecs (no globbing). Author filters use --fixed-strings, so they are not regexes.

  • Bounded work. Result counts are capped per tool, scans stop at 5,000 commits, git output is capped at 16 MB, and every git call times out after 15 s. Truncation is reported in the output.

  • Hardened git environment. Inherited GIT_* variables (e.g. GIT_DIR) are dropped, prompts are disabled, optional locks are off, core.fsmonitor is forced off (a repository's own config could otherwise make git run a program), and external diff/textconv drivers are disabled where diffs are computed.

  • Less personal data. Only author names are returned, never email addresses.

Out of scope: the server trusts the git binary on PATH and the repositories you allowlist. It is a local developer tool; it has no network transport and no authentication.

Architecture

src/
├── index.ts              # stdio entry point: config → registry → server → transport
├── server.ts             # MCP layer: tools, resource and prompt with zod schemas
├── config.ts             # --repo / REPO_PULSE_REPOS parsing, repo allowlist (RepoRegistry)
├── errors.ts             # InputError (safe to show) and GitError
├── core/
│   ├── insights.ts       # one method per feature: builds git args, aggregates results
│   ├── glob.ts           # exclude globs, matched in-process on paths git returned
│   └── release-notes.ts  # pure conventional-commit parsing, grouping and Markdown
└── git/
    ├── runner.ts         # the only place that spawns processes (allowlist, limits, env)
    ├── parsers.ts        # pure parsers for git output (no I/O)
    └── validation.ts     # ref / path / author validation

Design notes:

  • Process I/O is isolated from parsing. runner.ts is the only module that spawns processes; parsers.ts and release-notes.ts are pure functions tested with string fixtures.

  • Unambiguous output format. git output uses ASCII unit (0x1f) and record (0x1e) separators instead of tabs or newlines, which can appear in commit subjects and file names.

  • Testable composition. createServer() takes its dependencies (allowlist, git runner, clock) as arguments, so tests connect it to an in-memory transport with a fixed "now".

  • Errors become tool results. Validation and git failures surface as isError: true tool results with an actionable message, so the model can correct itself instead of the session failing.

  • stdout is sacred. It carries JSON-RPC, so logging goes to stderr and ESLint forbids console.log.

Built on the official MCP TypeScript SDK v2 (@modelcontextprotocol/server).

Development

npm ci
npm run dev -- --repo .     # run from source with tsx
npm test                    # unit + integration tests (vitest)
npm run lint                # ESLint
npm run format              # Prettier
npm run typecheck
npm run build               # compile to build/
npm run check               # everything CI runs
npm run inspect             # build first; opens MCP Inspector against this repository

Releasing. Bump the version in package.json, server.json (both version fields) and SERVER_VERSION in src/server.ts (a unit test fails if they differ), merge, then push a tag: git tag -a vX.Y.Z -m vX.Y.Z && git push origin vX.Y.Z. The release workflow runs the full check, publishes to npm with provenance and registers the new version in the MCP Registry. Both use GitHub OIDC (npm Trusted Publishing and the registry's github-oidc login), so no publishing token is stored. If only the registry step fails, run the workflow manually (gh workflow run release.yml): it skips npm and retries the registry.

Tests. Unit tests cover the parsers, validation, config parsing and release-notes grouping. Integration tests create a temporary git repository with a scripted history (fictional authors, fixed dates) and exercise every feature, both directly and end to end through a real MCP client over an in-memory transport, including the security checks.

MCP Inspector. npm run build && npm run inspect opens the Inspector web UI connected to this repository. For scripted checks, the CLI mode works too:

npx @modelcontextprotocol/inspector --cli node build/index.js -e REPO_PULSE_REPOS="$PWD" \
  --method tools/call --tool-name release_notes_draft

Limitations and ideas

  • Activity, hotspot and contributor tools look at commits reachable from HEAD; work on unmerged branches is not counted.

  • Renames are not followed in file_hotspots, change_coupling, knowledge_map, review_context and code_age: a renamed file counts as new from the rename on.

  • Each session pays about 4k tokens for the tool definitions, so on simple one-off questions a shell can be cheaper (see Benchmark). Choosing tools cuts this to the groups you use.

  • Possible next steps: an HTTP transport for team use.

License

MIT

Available Tools

13 tools
change_couplingChange couplingA
Read-onlyIdempotent

Find pairs of files that are often changed in the same commits in the last N days (merge commits excluded), most shared commits first. Reveals hidden dependencies that imports do not show, e.g. code and the config or test it always drags along. Pass "file" to see what usually changes together with one file.

NameRequiredDescriptionDefault
daysNoTime window in days.
fileNoOnly pairs that include this repository-relative file.
pathNoRestrict to this file or directory.
repoNoRepo name or path; defaults to the first configured repo.
limitNoMaximum number of results.
excludeNoGlobs to leave out, as in file_hotspots.
minSharedNoMinimum number of shared commits for a pair to be listed.
maxFilesPerCommitNoSkip commits touching more files than this (bulk renames, formatting).

Output Schema

NameRequiredDescription
repoYesName of the repository that was queried.
pairsYes
pairCountYesAll pairs with at least minShared shared commits.
windowDaysYes
scanTruncatedYes
commitsScannedYes
commitsSkippedYesCommits ignored for touching more than maxFilesPerCommit.

TDQS

A4.5/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnly/idempotent/non-destructive, so safety is covered. The description adds real behavioral detail beyond that: merge commits are excluded from the count, results are ranked by shared-commit count, and commits touching many files are skipped (the maxFilesPerCommit behavior). It does not mention cost/performance or result shape, but the output schema covers the latter.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Three sentences, front-loaded with the core operation and scope, then the value proposition, then the key optional usage pattern. No filler and no repetition of schema content.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return values need no explanation, and all 8 parameters carry full schema descriptions. The description covers the non-obvious analytic semantics (merge exclusion, bulk-commit skipping, ranking) that an agent would otherwise have to guess from the schema alone.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the baseline is 3, but the description adds interpretive value by explaining what the 'file' filter actually does ('see what usually changes together with one file') and by tying 'often changed' to the minShared threshold and the merge-commit/bulk-commit exclusions. This helps disambiguate 'file' from 'path', which the schema alone leaves subtle.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource ('Find pairs of files that are often changed in the same commits'), with scope (last N days, merge commits excluded) and ordering (most shared commits first). This is clearly distinguishable from siblings like file_hotspots or file_history, which concern individual file churn rather than co-change pairs.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Gives clear usage context: it 'reveals hidden dependencies that imports do not show, e.g. code and the config or test it always drags along,' and instructs 'Pass "file" to see what usually changes together with one file.' That tells an agent when this tool is the right one, but no explicit when-not condition or named alternative among the 12 siblings is offered.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

code_ageCode ageA
Read-onlyIdempotent

How long ago each file on HEAD last changed, oldest first, with its last author and whether that author still commits to the repository. Also returns an age histogram, the median age per directory and how many files were last touched by someone who has left. Useful for "which parts of the code nobody touches any more?" and "where are we losing knowledge?".

NameRequiredDescriptionDefault
pathNoRestrict to this file or directory.
repoNoRepo name or path; defaults to the first configured repo.
limitNoMaximum number of results.
excludeNoGlobs to leave out, as in file_hotspots.
minAgeDaysNoOnly list files at least this many days old (the summary covers all files).
inactiveDaysNoAn author with no commit in this many days counts as inactive.

Output Schema

NameRequiredDescription
pathYesThe requested file or directory, or null for the whole repo.
repoYesName of the repository that was queried.
filesYesOldest first, at least minAgeDays old.
ageBucketsYes
directoriesYesOldest (highest median age) first.
filesOnHeadYesFiles on HEAD in the area, after exclude.
inactiveDaysYes
medianAgeDaysYes
scanTruncatedYesTrue if history was cut off; files last changed before the cut-off are missing.
commitsScannedYes
inactiveAuthorFilesYesFiles whose last author has not committed anywhere in the last inactiveDays.

TDQS

A3.6/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare the full safety profile (readOnly, idempotent, non-destructive, closed-world), so the description carries a lighter burden. It adds genuinely useful behavior beyond annotations only in the result-ordering clause ("oldest first") and the interpretation of last-author activity; the rest restates return content that the output schema already covers. No permissions, cost, or failure-mode context is offered.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The core behavior and the oldest-first ordering are front-loaded in the first sentence, and the use-case framing comes last. It is dense but every clause conveys real information; the enumeration of return aggregates is somewhat lengthy given an output schema exists, keeping it from a 5.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With a full output schema, complete parameter documentation, and annotations covering the safety profile, the description is sufficient for an agent to call the tool correctly. The main remaining gap is routing guidance against the many sibling analysis tools, which the description never addresses.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so all six parameters (path, repo, limit, exclude, minAgeDays, inactiveDays) are already documented in the schema. The description adds no parameter-level meaning beyond what is in the schema, so the baseline of 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a specific resource and computed result: file age on HEAD, oldest first, with last author and author activity status, plus histogram/median/per-directory aggregates. An agent understands exactly what the tool produces. It does not, however, explicitly differentiate itself from adjacent siblings like file_hotspots or knowledge_map, which is the only thing separating this from a 5.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It gives clear situational context via two quoted questions ("which parts of the code nobody touches any more?", "where are we losing knowledge?"), which tells an agent when this tool is the right pick. It stops short of naming alternatives or exclusions (e.g. when to prefer file_hotspots or knowledge_map instead), so it does not reach 5.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

compare_refsCompare refsA
Read-onlyIdempotent

Compare two refs (branches, tags or commits): how many commits "head" is ahead of and behind "base", and which commits those are, newest first. Useful for "how far behind main is my branch?" or "what is on this branch that is not released yet?".

NameRequiredDescriptionDefault
baseYesRef to compare against, e.g. "main" or a tag.
headNoRef to compare, e.g. a branch.HEAD
repoNoRepo name or path; defaults to the first configured repo.
limitNoMaximum number of results.

Output Schema

NameRequiredDescription
baseYes
headYes
repoYesName of the repository that was queried.
aheadYesCommits reachable from head but not from base.
behindYesCommits reachable from base but not from head.
statusYes
truncatedYesTrue if either commit list was cut off by the limit.
baseCommitYesFull hash that "base" resolved to.
headCommitYesFull hash that "head" resolved to.
aheadCommitsYesCommits only in head, newest first.
behindCommitsYesCommits only in base, newest first.

TDQS

A4.5/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint/idempotentHint/destructiveHint=false, so the safety profile is covered. The description adds behavior beyond that: the result is a directional divergence computation (head ahead of / behind base) with the actual commit list in newest-first order. It stops short of noting the effect of the limit default or how large divergences are truncated.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences, zero filler: the first defines the operation and its output shape front-loaded, the second supplies motivating examples. Nothing is repeated from the schema or annotations.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With an output schema present the description need not enumerate return fields, yet it still summarizes the key result (ahead/behind counts and commit identities). Safety is covered by annotations and the remaining four parameters are fully documented in the schema, so nothing an agent needs to invoke this correctly is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the baseline is 3. The description still adds real meaning by disambiguating the direction of the comparison — head is measured ahead of and behind base — which the schema's terse "Ref to compare against" / "Ref to compare" phrasings do not make explicit.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb (compare) and resource (two refs: branches, tags, commits) and specifies exactly what is produced: ahead/behind counts plus the specific commits, newest first. This is functionally distinct from every sibling (list_tags, stale_branches, commit_search), so an agent can route to it without opening the schema.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Gives concrete triggering scenarios ("how far behind main is my branch?", "what is on this branch that is not released yet?"), which tells the agent when this tool is the right choice. It does not, however, name alternatives or state when-not to use it versus siblings like stale_branches or list_tags.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

contributor_summaryContributor summaryB
Read-onlyIdempotent

Count commits per author on HEAD in the last N days, most active first. Optionally restricted to a path.

NameRequiredDescriptionDefault
daysNoTime window in days.
pathNoRestrict to this file or directory.
repoNoRepo name or path; defaults to the first configured repo.
limitNoMaximum number of results.
includeMergesNoCount merge commits too.

Output Schema

NameRequiredDescription
repoYesName of the repository that was queried.
windowDaysYes
contributorsYes
totalCommitsYes
scanTruncatedYes
contributorCountYes

TDQS

B3.4/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnly, idempotent, non-destructive and closed-world, so safety is covered. The description does add real context beyond that: counts are computed on HEAD only, not all refs, and output is ordered by activity. It omits that merge commits are excluded by default, a behavior that materially changes the counts.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two tight sentences, zero filler, with the core scope constraint (HEAD, last N days) and ordering front-loaded before the optional path restriction.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With an output schema present, return values need no explanation, and the annotations cover the safety profile, so the description's scope details are largely sufficient. The one gap is silent merge-commit handling, which a caller counting commits would want flagged.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so days, path, repo, limit and includeMerges are all documented in the schema. The description only echoes the days window and path restriction, adding no syntax or semantics beyond what the schema already carries. Baseline 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

Specific verb (count) plus resource (commits per author), with scope (HEAD, last N days) and ordering (most active first) stated up front. An agent can distinguish this aggregation tool from commit_search or recent_activity, though the description never names or contrasts a sibling explicitly.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no when-to-use guidance and no mention of alternatives among the many commit-history siblings (recent_activity, commit_search, file_hotspots). The per-author framing implies its use case but leaves the agent to infer when to pick it over neighbors.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

file_historyFile historyA
Read-onlyIdempotent

List the commits on HEAD that changed a single file, newest first, following the file across renames. Each commit includes the path it had then and lines added/removed. Useful for "how did this file evolve?" and "who reworked it, and when?".

NameRequiredDescriptionDefault
pathYesRepository-relative path of a single file, as named at HEAD.
repoNoRepo name or path; defaults to the first configured repo.
limitNoMaximum number of results.

Output Schema

NameRequiredDescription
pathYesThe requested path, as it is named at HEAD.
repoYesName of the repository that was queried.
commitsYes
renamedYesTrue if the file had a different path in a listed commit.
truncatedYes
commitCountYes

TDQS

A4.1/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnly/idempotent/non-destructive/openWorld=false, so the safety profile is covered. The description adds real behavioral value beyond that: newest-first ordering, rename-following semantics, and per-commit payload (historical path, lines added/removed).

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two tightly written sentences: the core behavior and ordering are front-loaded, and the second sentence adds usage framing without redundancy. Nothing is wasted.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return values need not be fully explained, yet the description still previews the per-commit fields. With annotations covering safety and the schema covering parameters, nothing an agent needs to invoke this correctly is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so path, repo, and limit are already documented in the schema. The description adds no parameter syntax or format detail beyond what the schema provides; baseline 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

Specific verb+resource+scope: 'List the commits on HEAD that changed a single file, newest first, following the file across renames.' An agent can distinguish it from commit_search or recent_activity by the single-file and rename-following scope, though no sibling is named explicitly.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Provides clear motivating contexts ('how did this file evolve?' and 'who reworked it, and when?') that map to real agent intents. It stops short of naming alternatives or stating when not to use it (e.g., vs commit_search for content-based lookup).

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

file_hotspotsFile hotspotsA
Read-onlyIdempotent

Rank files by how many commits changed them in the last N days (merge commits excluded), with how many of those commits were fixes. Pass types: ["fix"] to rank by bug fixes only and find the files that keep breaking. Useful for spotting churn, risky areas and refactoring candidates.

NameRequiredDescriptionDefault
daysNoTime window in days.
pathNoRestrict to this file or directory.
repoNoRepo name or path; defaults to the first configured repo.
limitNoMaximum number of results.
typesNoOnly count commits of these conventional-commit types, e.g. ["fix"]. Commits without a type count as "fix" when their subject mentions fix, bug or hotfix.
excludeNoGlob patterns for files to leave out, e.g. ["*.lock", "dist/", "docs/**/*.md"]. A pattern without "/" matches at any depth; a trailing "/" excludes a directory.

Output Schema

NameRequiredDescription
repoYesName of the repository that was queried.
typesYesCommit types counted; null means all commits.
hotspotsYes
windowDaysYes
filesChangedYes
scanTruncatedYes
commitsMatchedYesScanned commits that passed the types filter.
commitsScannedYes
fixesFromKeywordsYesCounted fixes that have no conventional-commit header and were recognized by words like "fix" or "bug" in the subject. Non-zero means fix counts are an estimate.

TDQS

A4.1/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint/idempotentHint/non-destructive, so the safety bar is low; the description adds real behavioral context beyond them by disclosing that merge commits are excluded and how the 'fix' classification is derived. It does not mention cost, ordering ties or result shape, but the output schema covers returns.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Three sentences, each earning its place: the metric, an example invocation, and the analytical use case. The core ranking rule is front-loaded with the qualifying details appended.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With a rich schema, full annotations and an output schema, the description only needs to convey what the tool computes, which it does clearly. Minor omissions — default 90-day window relevance and that filtering is scoped by repo/path — are adequately covered by the schema itself.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the baseline is 3, and the description adds genuine meaning on top: it demonstrates the purpose of the `types` parameter with a concrete example (["fix"]) and explains what that filter is for. The remaining parameters (days, path, repo, limit, exclude) get no additional description-side semantics.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description gives a precise verb+resource+metric: 'Rank files by how many commits changed them in the last N days (merge commits excluded), with how many of those commits were fixes.' That is far more specific than the bare title 'File hotspots'. It does not explicitly contrast itself with likely-confusable siblings such as change_coupling, file_history or code_age, so it falls short of a 5.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It states concrete use contexts ('spotting churn, risky areas and refactoring candidates') and gives a motivating configuration ('Pass types: ["fix"] ... find the files that keep breaking'). There is no explicit when-not-to-use or named alternative tool, which keeps it below 5.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

knowledge_mapKnowledge mapA
Read-onlyIdempotent

Who knows a file or directory: each author's share of the knowledge, from the commits they made in the last N days (merge commits excluded), with recent commits weighted more. Also returns the bus factor and how many files depend on a single person. Useful for "who should review this?" and "who knows the auth module best?".

NameRequiredDescriptionDefault
daysNoTime window in days.
pathNoRestrict to this file or directory.
repoNoRepo name or path; defaults to the first configured repo.
limitNoMaximum number of results.
excludeNoGlobs to leave out, as in file_hotspots.
halfLifeDaysNoA commit counts half as much for every this many days of age.
maxFilesPerCommitNoSkip commits touching more files than this (bulk renames, formatting).

Output Schema

NameRequiredDescription
pathYesThe requested file or directory, or null for the whole repo.
repoYesName of the repository that was queried.
filesYesMost frequently changed files first.
authorsYes
busFactorYesFewest authors who together hold more than half of the knowledge.
windowDaysYes
halfLifeDaysYes
filesAnalyzedYes
scanTruncatedYes
commitsScannedYes
commitsSkippedYesCommits ignored for touching more than maxFilesPerCommit.
concentratedFilesYesFiles where a single author holds at least 80% of the knowledge.

TDQS

A4.2/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already cover the safety profile (readOnly, idempotent, non-destructive, closed-world), but the description adds real methodology: merge commits excluded, recency weighting, bus factor, and files depending on one person. It doesn't disclose cost/performance characteristics of a potentially long commit scan, which is the only notable gap.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two tightly packed sentences with zero filler: the first defines the computation and its exclusions/weighting, the second names the outputs and use cases. Front-loaded with the core answer rather than preamble.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With an output schema present, return values need no explanation, and all seven parameters are schema-documented. What's missing is only marginal: no note on result limits/pagination behavior or the default-repo fallback, both of which an agent relies on the schema for.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so every parameter including days, halfLifeDays, and maxFilesPerCommit is already documented in the schema. The description restates the time-window and weighting concepts but adds no syntax or format detail beyond it, so the baseline 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Specific verb+resource with scope spelled out: per-author share of knowledge for a file/directory, plus bus factor and single-person dependency count. It is clearly distinguishable from siblings like contributor_summary and file_hotspots, which the description implicitly disambiguates through its per-path focus.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It names two concrete decision contexts ('who should review this?' and 'who knows the auth module best?'), which tells the agent when this tool is the right call. It stops short of stating when-not to use it or naming an alternative sibling explicitly.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

list_tagsList tagsA
Read-onlyIdempotent

List tags (releases) newest first with their date and tagged commit, plus the latest tag reachable from HEAD and how many commits were made since it (unreleased work). Use it to find tag names for release_notes_draft or compare_refs.

NameRequiredDescriptionDefault
repoNoRepo name or path; defaults to the first configured repo.
limitNoMaximum number of results.

Output Schema

NameRequiredDescription
repoYesName of the repository that was queried.
tagsYes
totalTagsYes
latestOnHeadYesLatest tag reachable from HEAD (the current release line), or null.
commitsSinceLatestYesCommits on HEAD after latestOnHead, i.e. not released yet.

TDQS

A4.1/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, so the safety profile is covered. The description adds genuinely non-derivable behavior: results are sorted newest first, a second derived value (latest tag reachable from HEAD) is returned, and 'unreleased work' is quantified as a commit count.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two dense sentences, with the core purpose and scoping detail front-loaded before the routing hint at the end. No filler, though the parenthetical '(releases)' and stacked output clauses make it slightly loaded.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return-value documentation is not required, yet the description still conveys the shape of the result. With 100% schema coverage and a read-only annotation profile, essentially everything an agent needs to select and call this tool is present; only explicit negative routing is absent.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so both parameters ('repo' with its default-repo fallback and 'limit' with range/default) are fully documented structurally. The description adds no filter or pagination semantics beyond that, so the baseline 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description names a specific verb and resource ('List tags (releases)'), states the ordering ('newest first'), and enumerates the payload ('date and tagged commit', 'latest tag reachable from HEAD', 'commits since it'). It also disambiguates from nearby tools by naming release_notes_draft and compare_refs as separate concerns.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It gives an explicit usage condition ('Use it to find tag names for release_notes_draft or compare_refs'), routing the agent toward downstream tools rather than leaving intent to inference. It stops short of stating when *not* to use it (e.g. versus commit_search for commit-level queries), so it is clear context without exclusions.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

recent_activityRecent activityA
Read-onlyIdempotent

List commits on HEAD from the last N days, newest first. Optionally filter by author (case-sensitive substring of the author name) and/or a repository-relative path.

NameRequiredDescriptionDefault
daysNoTime window in days.
pathNoOnly commits touching this file or directory.
repoNoRepo name or path; defaults to the first configured repo.
limitNoMaximum number of results.
authorNoOnly commits whose author name contains this text.

Output Schema

NameRequiredDescription
repoYesName of the repository that was queried.
commitsYes
truncatedYes
windowDaysYes
totalCommitsYesAll matching commits in the window, before applying the limit.

TDQS

A4/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint, idempotentHint, non-destructive and closed-world, so the safety profile is covered. The description adds behavioral detail beyond them: results are ordered newest first, the author match is a case-sensitive substring, and scope is limited to HEAD. It stops short of noting pagination or truncation behavior against the limit.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences, zero filler, and the core scope (HEAD, last N days, newest first) is front-loaded before the optional filters. Every clause carries information an agent needs.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With an output schema present, return values need not be described, and all five parameters are documented in the schema at full coverage. The description supplies the operational context (window, ordering, filter semantics, scope) needed to invoke the tool correctly, so nothing material is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the baseline is 3, but the description genuinely adds meaning: it specifies the author filter is a case-sensitive substring and that the path filter is repository-relative, neither of which the schema states. It does not restate defaults or bounds already in the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description names a specific verb and resource ('List commits on HEAD from the last N days'), states ordering ('newest first'), and scopes the operation to a recency window plus optional author/path filters. It distinguishes itself functionally from broader siblings like commit_search by pinning the window to HEAD and N days, though it never names an alternative tool explicitly.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Usage is implied rather than stated: an agent can infer 'use this for recent activity in a time window' from the description, but there is no explicit when-to-use/when-not guidance and no reference to the sibling commit_search, which is the obvious overlap. Adequate but leaves routing to inference.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

release_notes_draftRelease notes draftA
Read-onlyIdempotent

Group commits between two refs by conventional-commit type (breaking changes, features, fixes, ...) as a Markdown draft, or as structured sections. "from" defaults to the latest tag before "to"; without any tag, all commits up to "to" are used. To draft notes for an existing release, pass its tag as "to" (see list_tags).

NameRequiredDescriptionDefault
toNoEnd ref, inclusive.HEAD
fromNoStart ref, exclusive (tag, branch or commit).
repoNoRepo name or path; defaults to the first configured repo.
formatNo"markdown" for a ready-to-paste draft, "sections" for structured data.markdown

Output Schema

NameRequiredDescription
toYes
fromYesStart ref (exclusive); null means from the first commit.
repoYesName of the repository that was queried.
markdownNoPresent when format is "markdown" or "both".
sectionsNoPresent when format is "sections" or "both".
truncatedYes
commitCountYes

TDQS

A4.4/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already cover the safety profile (readOnly, idempotent, non-destructive, closed-world), so the description is free to add the behavior that actually matters: how the ref range resolves by default and what happens when no tag exists. It does not mention pagination or size limits on potentially large commit ranges, which is the remaining gap.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Three sentences, tightly front-loaded with the core action and output modes, then the defaulting rule, then the concrete use case. Every sentence earns its place with no filler.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return structure needs no explanation, and all four parameters are schema-documented. The description covers defaults, modes, and the release-drafting workflow; only edge cases like empty ranges or oversized histories are unaddressed.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the baseline is 3, but the description adds real semantics the schema lacks: the default resolution rule for 'from' (latest tag before 'to', else all commits up to 'to'), which is not expressed in the schema's parameter descriptions. It also clarifies the practical role of 'to' for existing releases.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb+resource (group commits between two refs into a release-notes draft) with the grouping axis (conventional-commit type) and both output modes. This is clearly separable from siblings like commit_search, compare_refs, and list_tags at a glance.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Gives the key usage path: defaulting behavior of 'from', the no-tag fallback, and the specific case of drafting notes for an existing release by passing its tag as 'to', with a pointer to list_tags. It does not explicitly say when to prefer compare_refs or commit_search over this tool, so it stops short of full alternative routing.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

review_contextReview contextA
Read-onlyIdempotent

Review briefing for the changes in base..head (e.g. a branch or pull request): the changed files ranked by how often they changed and broke on base, files that usually change together with them but were left out (a forgotten test, config or caller), and who knows the changed files best as suggested reviewers. Merge commits are excluded.

NameRequiredDescriptionDefault
baseYesTarget ref the changes would merge into, e.g. "main".
daysNoTime window in days.
headNoRef with the changes, e.g. a branch.HEAD
repoNoRepo name or path; defaults to the first configured repo.
limitNoMaximum number of results.
excludeNoGlobs to leave out, as in file_hotspots.
minDegreeNoMinimum coupling degree (percentage) for a missing companion.
minSharedNoMinimum shared commits for a missing companion.
halfLifeDaysNoFor reviewers: a commit counts half as much for every this many days of age.
maxFilesPerCommitNoSkip history commits touching more files than this (bulk renames, formatting).

Output Schema

NameRequiredDescription
baseYes
headYes
repoYesName of the repository that was queried.
filesYesRiskiest first: most fixes, then most changes on base.
commitsYesNon-merge commits in base..head.
additionsYes
deletionsYes
reviewersYesWho knows the changed files best, excluding the change authors.
truncatedYesTrue if base..head has more commits than were read.
baseCommitYesFull hash that "base" resolved to.
headCommitYesFull hash that "head" resolved to.
windowDaysYesHow far back the history of base was read.
filesChangedYes
changeAuthorsYesAuthors of base..head, left out of reviewers.
scanTruncatedYes
historyScannedYesCommits on base read for history and ownership.
missingCompanionsYesFiles that usually change with the changed files but were left out.

TDQS

A4.2/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnly/idempotent/non-destructive, so safety is covered. The description adds genuine behavioral context beyond that: merge commits are excluded, base is the ranking reference ('changed and broke on base'), and the companion signal means forgotten tests/config/callers. It stops short of describing pagination or output ordering.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

A single front-loaded sentence that compacts three analytical facets plus an exclusion rule. It is dense but every clause earns its place; the length is justified by the composite nature of the tool.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a composite analysis tool with an output schema, the description covers what the briefing contains and the one notable filtering rule (merge commits excluded). An agent has everything needed to decide to call it and interpret the result.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% with rich per-parameter descriptions, so the schema carries the load. The description only loosely alludes to base/head semantics via 'base..head' and reviewer half-life concept, adding little beyond the structured fields. Baseline 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description names a specific artifact ('Review briefing for the changes in base..head') and then enumerates its three concrete outputs: ranked changed files, missing co-change companions, and suggested reviewers. This is precise enough to distinguish it from the narrower point tools like file_hotspots or change_coupling even though it doesn't name them.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It clearly frames the scenario ('e.g. a branch or pull request'), so an agent knows this is for pre-merge review of a diff range. It gives no explicit when-not or named alternative to pick instead, which keeps it below a 5.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

stale_branchesStale branchesA
Read-onlyIdempotent

List branches whose latest commit is at least N days old, oldest first, and whether each is already merged into HEAD.

NameRequiredDescriptionDefault
daysNoTime window in days.
repoNoRepo name or path; defaults to the first configured repo.
limitNoMaximum number of results.
mergedOnlyNoOnly list branches already merged into HEAD, i.e. safe cleanup candidates.
includeRemoteNoAlso include remote-tracking branches.

Output Schema

NameRequiredDescription
repoYesName of the repository that was queried.
branchesYes
staleCountYes
thresholdDaysYes
totalBranchesYes

TDQS

A3.8/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false, and openWorldHint=false, so safety is covered. The description still adds behavior not captured there: result ordering (oldest first) and the inclusion of per-branch merge status against HEAD.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

A single sentence with no filler; the stale-threshold filter is front-loaded, followed by ordering and output content. Nothing is repeated or padded.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With an output schema present and full annotation coverage, the description need not explain return values, and it correctly focuses on filter and ordering semantics. Minor gaps remain around default-repo behavior and remote-branch handling, but those are covered in the schema.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100% and every parameter (days, repo, limit, mergedOnly, includeRemote) is documented in-schema with defaults and bounds. The description restates the days threshold and the merged-into-HEAD condition, which loosely maps to days and mergedOnly, but adds no syntax or format detail beyond the schema. Baseline 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb (list), resource (branches), and a precise filter (latest commit at least N days old), plus the ordering (oldest first) and an output dimension (merged into HEAD). It is clearly distinguishable in practice from siblings like list_tags or recent_activity, though it never names an alternative to anchor that distinction.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no explicit when-to-use statement, no prerequisites, and no named alternative among the many siblings. The only usage signal is indirect, via mergedOnly's schema note about 'safe cleanup candidates,' which implies branch-pruning intent but leaves the agent to infer when this beats compare_refs or recent_activity.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 13 tool updatesv0.5.0
    • Changedchange_coupling4 fields changed
      • changedInput schema / properties / days / description
        Previous value: -"Size of the time window in days."New value: +"Time window in days."
      • changedInput schema / properties / exclude / description
        Previous value: -"Glob patterns for files to leave out, same syntax as in file_hotspots."New value: +"Globs to leave out, as in file_hotspots."
      • changedInput schema / properties / limit / description
        Previous value: -"Maximum number of results (1-100)."New value: +"Maximum number of results."
      • changedInput schema / properties / repo / description
        Previous value: -"Repository name or absolute path from the allowlist. Defaults to the first configured repo."New value: +"Repo name or path; defaults to the first configured repo."
    • Addedcode_age
    • Changedcommit_search5 fields changed
      • changedInput schema / properties / limit / description
        Previous value: -"Maximum number of results (1-100)."New value: +"Maximum number of results."
      • changedInput schema / properties / repo / description
        Previous value: -"Repository name or absolute path from the allowlist. Defaults to the first configured repo."New value: +"Repo name or path; defaults to the first configured repo."
      • removedOutput schema / properties / commits / items / properties / hash
        Removed value: -{
        -  "type": "string"
        -}
      • addedOutput schema / properties / commits / items / properties / shortHash / description
        Added value: +"Abbreviated hash; usable wherever a ref is accepted."
      • changedOutput schema / properties / commits / items / required
        Previous value: -[
        -  "hash",
        -  "shortHash",
        -  "author",
        -  "date",
        -  "subject"
        -]New value: +[
        +  "shortHash",
        +  "author",
        +  "date",
        +  "subject"
        +]
    • Changedcompare_refs8 fields changed
      • changedInput schema / properties / limit / description
        Previous value: -"Maximum number of results (1-100)."New value: +"Maximum number of results."
      • changedInput schema / properties / repo / description
        Previous value: -"Repository name or absolute path from the allowlist. Defaults to the first configured repo."New value: +"Repo name or path; defaults to the first configured repo."
      • removedOutput schema / properties / aheadCommits / items / properties / hash
        Removed value: -{
        -  "type": "string"
        -}
      • addedOutput schema / properties / aheadCommits / items / properties / shortHash / description
        Added value: +"Abbreviated hash; usable wherever a ref is accepted."
      • changedOutput schema / properties / aheadCommits / items / required
        Previous value: -[
        -  "hash",
        -  "shortHash",
        -  "author",
        -  "date",
        -  "subject"
        -]New value: +[
        +  "shortHash",
        +  "author",
        +  "date",
        +  "subject"
        +]
      • removedOutput schema / properties / behindCommits / items / properties / hash
        Removed value: -{
        -  "type": "string"
        -}
      • addedOutput schema / properties / behindCommits / items / properties / shortHash / description
        Added value: +"Abbreviated hash; usable wherever a ref is accepted."
      • changedOutput schema / properties / behindCommits / items / required
        Previous value: -[
        -  "hash",
        -  "shortHash",
        -  "author",
        -  "date",
        -  "subject"
        -]New value: +[
        +  "shortHash",
        +  "author",
        +  "date",
        +  "subject"
        +]
    • Changedcontributor_summary3 fields changed
      • changedInput schema / properties / days / description
        Previous value: -"Size of the time window in days."New value: +"Time window in days."
      • changedInput schema / properties / limit / description
        Previous value: -"Maximum number of results (1-100)."New value: +"Maximum number of results."
      • changedInput schema / properties / repo / description
        Previous value: -"Repository name or absolute path from the allowlist. Defaults to the first configured repo."New value: +"Repo name or path; defaults to the first configured repo."
    • Changedfile_history5 fields changed
      • changedInput schema / properties / limit / description
        Previous value: -"Maximum number of results (1-100)."New value: +"Maximum number of results."
      • changedInput schema / properties / repo / description
        Previous value: -"Repository name or absolute path from the allowlist. Defaults to the first configured repo."New value: +"Repo name or path; defaults to the first configured repo."
      • removedOutput schema / properties / commits / items / properties / hash
        Removed value: -{
        -  "type": "string"
        -}
      • addedOutput schema / properties / commits / items / properties / shortHash / description
        Added value: +"Abbreviated hash; usable wherever a ref is accepted."
      • changedOutput schema / properties / commits / items / required
        Previous value: -[
        -  "hash",
        -  "shortHash",
        -  "author",
        -  "date",
        -  "subject",
        -  "path",
        -  "additions",
        -  "deletions"
        -]New value: +[
        +  "shortHash",
        +  "author",
        +  "date",
        +  "subject",
        +  "path",
        +  "additions",
        +  "deletions"
        +]
    • Changedfile_hotspots10 fields changed
      • changedInput schema / properties / days / description
        Previous value: -"Size of the time window in days."New value: +"Time window in days."
      • changedInput schema / properties / limit / description
        Previous value: -"Maximum number of results (1-100)."New value: +"Maximum number of results."
      • changedInput schema / properties / repo / description
        Previous value: -"Repository name or absolute path from the allowlist. Defaults to the first configured repo."New value: +"Repo name or path; defaults to the first configured repo."
      • addedInput schema / properties / types
        Added value: +{
        +  "description": "Only count commits of these conventional-commit types, e.g. [\"fix\"]. Commits without a type count as \"fix\" when their subject mentions fix, bug or hotfix.",
        +  "items": {
        +    "pattern": "^[a-zA-Z]{1,20}$",
        +    "type": "string"
        +  },
        +  "maxItems": 12,
        +  "minItems": 1,
        +  "type": "array"
        +}
      • addedOutput schema / properties / commitsMatched
        Added value: +{
        +  "description": "Scanned commits that passed the types filter.",
        +  "type": "number"
        +}
      • addedOutput schema / properties / fixesFromKeywords
        Added value: +{
        +  "description": "Counted fixes that have no conventional-commit header and were recognized by words like \"fix\" or \"bug\" in the subject. Non-zero means fix counts are an estimate.",
        +  "type": "number"
        +}
      • addedOutput schema / properties / hotspots / items / properties / fixes
        Added value: +{
        +  "description": "How many of those commits were fixes.",
        +  "type": "number"
        +}
      • changedOutput schema / properties / hotspots / items / required
        Previous value: -[
        -  "path",
        -  "changes",
        -  "additions",
        -  "deletions",
        -  "authors",
        -  "lastChanged"
        -]New value: +[
        +  "path",
        +  "changes",
        +  "fixes",
        +  "additions",
        +  "deletions",
        +  "authors",
        +  "lastChanged"
        +]
      • addedOutput schema / properties / types
        Added value: +{
        +  "anyOf": [
        +    {
        +      "items": {
        +        "type": "string"
        +      },
        +      "type": "array"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "description": "Commit types counted; null means all commits."
        +}
      • changedOutput schema / required
        Previous value: -[
        -  "repo",
        -  "windowDays",
        -  "commitsScanned",
        -  "scanTruncated",
        -  "filesChanged",
        -  "hotspots"
        -]New value: +[
        +  "repo",
        +  "windowDays",
        +  "types",
        +  "commitsScanned",
        +  "scanTruncated",
        +  "commitsMatched",
        +  "fixesFromKeywords",
        +  "filesChanged",
        +  "hotspots"
        +]
    • Addedknowledge_map
    • Changedlist_tags2 fields changed
      • changedInput schema / properties / limit / description
        Previous value: -"Maximum number of results (1-200)."New value: +"Maximum number of results."
      • changedInput schema / properties / repo / description
        Previous value: -"Repository name or absolute path from the allowlist. Defaults to the first configured repo."New value: +"Repo name or path; defaults to the first configured repo."
    • Changedrecent_activity6 fields changed
      • changedInput schema / properties / days / description
        Previous value: -"Size of the time window in days."New value: +"Time window in days."
      • changedInput schema / properties / limit / description
        Previous value: -"Maximum number of results (1-200)."New value: +"Maximum number of results."
      • changedInput schema / properties / repo / description
        Previous value: -"Repository name or absolute path from the allowlist. Defaults to the first configured repo."New value: +"Repo name or path; defaults to the first configured repo."
      • removedOutput schema / properties / commits / items / properties / hash
        Removed value: -{
        -  "type": "string"
        -}
      • addedOutput schema / properties / commits / items / properties / shortHash / description
        Added value: +"Abbreviated hash; usable wherever a ref is accepted."
      • changedOutput schema / properties / commits / items / required
        Previous value: -[
        -  "hash",
        -  "shortHash",
        -  "author",
        -  "date",
        -  "subject"
        -]New value: +[
        +  "shortHash",
        +  "author",
        +  "date",
        +  "subject"
        +]
    • Changedrelease_notes_draft5 fields changed
      • addedInput schema / properties / format
        Added value: +{
        +  "default": "markdown",
        +  "description": "\"markdown\" for a ready-to-paste draft, \"sections\" for structured data.",
        +  "enum": [
        +    "markdown",
        +    "sections",
        +    "both"
        +  ],
        +  "type": "string"
        +}
      • changedInput schema / properties / repo / description
        Previous value: -"Repository name or absolute path from the allowlist. Defaults to the first configured repo."New value: +"Repo name or path; defaults to the first configured repo."
      • addedOutput schema / properties / markdown / description
        Added value: +"Present when format is \"markdown\" or \"both\"."
      • addedOutput schema / properties / sections / description
        Added value: +"Present when format is \"sections\" or \"both\"."
      • changedOutput schema / required
        Previous value: -[
        -  "repo",
        -  "from",
        -  "to",
        -  "commitCount",
        -  "truncated",
        -  "sections",
        -  "markdown"
        -]New value: +[
        +  "repo",
        +  "from",
        +  "to",
        +  "commitCount",
        +  "truncated"
        +]
    • Addedreview_context
    • Changedstale_branches3 fields changed
      • changedInput schema / properties / days / description
        Previous value: -"Size of the time window in days."New value: +"Time window in days."
      • changedInput schema / properties / limit / description
        Previous value: -"Maximum number of results (1-200)."New value: +"Maximum number of results."
      • changedInput schema / properties / repo / description
        Previous value: -"Repository name or absolute path from the allowlist. Defaults to the first configured repo."New value: +"Repo name or path; defaults to the first configured repo."
  2. 10 tool updatesv0.2.0
    • First observedchange_coupling
    • First observedcommit_search
    • First observedcompare_refs
    • First observedcontributor_summary
    • First observedfile_history
    • First observedfile_hotspots
    • First observedlist_tags
    • First observedrecent_activity
    • First observedrelease_notes_draft
    • First observedstale_branches

TDQS

A4/5.0

Scored across 13 tools

Disambiguation5/5

Each tool targets a distinct git-analytics question: activity, commit search, file history, hotspots, coupling, ownership, releases, branch staleness, review context, code age, and contributor counts. The only mild overlap is commit-listing tools like recent_activity and commit_search, but their descriptions clearly distinguish time-based listing from literal message search.

Naming Consistency4/5

All names use snake_case and are descriptive, giving a predictable style overall. However, the set mixes noun-phrase names (recent_activity, file_history, code_age) with two verb-first names (list_tags, compare_refs), so it is not a single consistent verb_noun pattern.

Tool Count5/5

13 tools fit the repo-analytics scope well; each covers a different analysis and there is no obvious redundancy. The count is within the ideal 3-15 range and earns its place.

Completeness4/5

The surface covers commit history, file churn, ownership, releases, branch staleness, and review context, which is strong for a read-only analytics server. Minor gaps remain: no general branch listing or single-commit diff inspection, which could force agents to work around missing operations.

Maintenance

ActivityMaintained
ResponsivenessNo issues

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