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@tscafejr/mcp

MCP servers I use across projects distributed as a single npm package with one bin per server.

Installation (consumers)

Wire up one bin per project, not the whole package — a project gets only the servers it actually needs. The invocation is npx -y <package> <bin>:

// .mcp.json in the project that needs a browser
{
  "mcpServers": {
    "visualizer": {
      "command": "npx",
      "args": ["-y", "@tscafejr/mcp", "mcp-visualizer"],
      "env": { "MCP_DEV_SERVER_PORT": "5173" }
    }
  }
}
// .mcp.json in the project that needs a database
{
  "mcpServers": {
    "db": {
      "command": "npx",
      "args": ["-y", "@tscafejr/mcp", "mcp-db"],
      "env": { "MCP_DB_URL": "sqlite:./data/app.db" }
    }
  }
}

npx <package> <name> works because the package ships a bin called mcp — npm derives the command from the unscoped package name, so a multi-bin package without one fails with "could not determine executable to run". That mcp bin is a dispatcher: it takes the server name and hands off. The explicit npx -y -p @tscafejr/mcp mcp-db form works too and does not depend on it.

Both bins ship in one package, so npx installs all of its dependencies regardless of which bin you run — including puppeteer, which downloads Chromium. In a project that only wants mcp-db or mcp-logs, add "PUPPETEER_SKIP_DOWNLOAD": "1" to that server's env to skip it.

Related MCP server: DevServer MCP

Available servers

Bin

Source

Description

mcp-visualizer

src/servers/visualizer.ts

Drives a real browser against a running web app: navigate, inspect, click, type, screenshot, diagnose and visually diff. Framework-agnostic — Vite, Next.js, CRA, Netlify dev, deploy previews, anything that serves HTTP.

mcp-db

src/servers/db.ts

Read-only SQL against SQLite or Postgres: schema introspection, queries, query plans, and migration drift. Writes are impossible by construction.

mcp-logs

src/servers/logs.ts

Reads what your running processes are printing: captures a command's output, or tails log files you already have. Errors deduplicated, stack traces intact, ANSI stripped.

mcp

src/servers/mcp.ts

Dispatcher, not a server. Exists so npx <package> <name> resolves — see Troubleshooting.

Requirements: Node 18+ generally; mcp-db's SQLite support needs Node 22.5+ for the built-in node:sqlite module.


mcp-visualizer

How it works

One Chromium instance stays alive across tool calls, so cookies, localStorage, scroll position and emulation settings persist. You can log in once and keep working, and you only pay browser startup on the first call. The session closes itself after five idle minutes, or immediately on browser_close.

Two things make the tools cheap to use:

  • browser_snapshot before you interact. It returns a text outline of the page — controls, headings, landmarks — each tagged with a [ref=eN]. Pass that ref to browser_click / browser_type instead of guessing a CSS selector from a screenshot. It costs a fraction of an image.

  • Screenshots are capped. Output is downscaled to max_width (default 1000px) and viewport-only unless you ask for full_page. Targeting a selector captures just that element, which is usually all you need.

Console errors, uncaught exceptions and 4xx/5xx responses are recorded continuously and appended to every tool result, so a screenshot of a blank page tells you why it is blank.

Target resolution

Highest precedence to lowest:

  1. Per-call url — absolute, wins outright.

  2. Per-call base_url — e.g. https://preview-123.netlify.app.

  3. Per-call port — localhost shorthand.

  4. MCP_DEV_SERVER_URL env — full base URL.

  5. MCP_DEV_SERVER_HOST + MCP_DEV_SERVER_PORT env.

  6. http://localhost:3000.

A call with no target at all acts on the page already open.

Environment

Variable

Default

Purpose

MCP_DEV_SERVER_URL

Full base URL.

MCP_DEV_SERVER_HOST

localhost

Host used with MCP_DEV_SERVER_PORT.

MCP_DEV_SERVER_PORT

Port on that host.

MCP_DEV_SERVER_HEADERS

JSON object of extra request headers (preview bypass tokens).

MCP_DEV_SERVER_BASIC_AUTH

user:pass for password-protected deploy previews.

MCP_VISUALIZER_IDLE_MS

300000

Idle time before the browser closes itself.

MCP_VISUALIZER_WIDTH/HEIGHT

1280 / 800

Default desktop viewport.

MCP_VISUALIZER_MAX_WIDTH

1000

Default screenshot width cap.

MCP_VISUALIZER_MAX_HEIGHT

4000

Default cap for full_page captures.

MCP_VISUALIZER_BASELINE_DIR

./.visualizer-baselines

Where browser_diff stores baselines.

MCP_VISUALIZER_HEADFUL

1 to watch the browser drive itself.

MCP_VISUALIZER_DIALOGS

dismiss

accept to accept alert() / confirm() instead.

MCP_VISUALIZER_LEGACY_TOOLS

0 to hide the three legacy tool names.

Example client configs:

// Vite project
{ "mcpServers": { "visualizer": {
  "command": "npx", "args": ["-y", "@tscafejr/mcp", "mcp-visualizer"],
  "env": { "MCP_DEV_SERVER_PORT": "5173" }
}}}

// Netlify dev
{ "mcpServers": { "visualizer": {
  "command": "npx", "args": ["-y", "@tscafejr/mcp", "mcp-visualizer"],
  "env": { "MCP_DEV_SERVER_PORT": "8888" }
}}}

// Password-protected deploy preview
{ "mcpServers": { "visualizer": {
  "command": "npx", "args": ["-y", "@tscafejr/mcp", "mcp-visualizer"],
  "env": {
    "MCP_DEV_SERVER_URL": "https://preview-123.example.com",
    "MCP_DEV_SERVER_BASIC_AUTH": "preview:hunter2"
  }
}}}

Tools

Look

Tool

Notes

browser_navigate

Open a route. Also carries emulation: width/height, device, dark, reduced_motion, pwa, safe_area. Called with only emulation options it reconfigures the open page.

browser_snapshot

Text outline with [ref=eN] handles. mode: full adds body text; root scopes to a subtree.

browser_screenshot

Viewport by default. selector/ref clips to one element; full_page, max_width, format, quality.

browser_responsive

The same page at several widths in one call (default 375 / 768 / 1280).

browser_diff

Compare against a saved baseline; reports changed pixel count, percentage, bounding box and a diff image.

Act

Tool

Notes

browser_click

action: click | double | right | hover.

browser_type

clear to replace the value, submit to press Enter, delay for debounced inputs.

browser_press

Keys and chords — Enter, Escape, Meta+K.

browser_scroll

to: top | bottom, a dy offset, or scroll an element into view.

browser_select

Choose <select> options by value.

Every action tool takes ref / selector / find_text to target an element, wait_for (a selector, or text=Some copy) to wait afterwards, and optional screenshot / snapshot flags to return the result.

Diagnose

Tool

Notes

browser_eval

Run JS in the page and get JSON back. Assert app state without spending a screenshot.

browser_diagnostics

Console errors/warnings, exceptions, failed and 4xx/5xx requests. since: navigation | session.

browser_close

Drop the session — cookies, storage and emulation with it.

screenshot_page, type_into_element and inspect_network_errors still work as one-shot wrappers over the same engine. Set MCP_VISUALIZER_LEGACY_TOOLS=0 to hide them.

PWA and safe areas

pwa: true emulates an iOS standalone install: display-mode: standalone, navigator.standalone, an iPhone viewport, and real env(safe-area-inset-*) values via Chrome DevTools Protocol — your own layout responds to them, no class-name assumptions. Override the numbers with safe_area: { top, bottom }, and turn off the tinted guide bars with pwa_overlay: false.

Visual baselines

browser_diff stores PNGs in .visualizer-baselines/ under the working directory. Commit them if you want regressions caught across machines; ignore the directory if you only use it locally within a session.

The comparison is pixel-exact, so a baseline is only meaningful against the same capture settings — keep max_width, full_page and viewport identical between runs, or re-record with update: true.


mcp-db

Read-only access to a project's database, so schema questions get answered from the database rather than guessed from the code. SQLite and Postgres.

It cannot write

Two independent layers, both verified:

  1. The connection is read-only. SQLite is opened with readOnly: true; every Postgres statement runs inside a BEGIN READ ONLY transaction that is rolled back afterwards. DELETE, UPDATE, CREATE and DROP all fail at the engine — "cannot execute DELETE in a read-only transaction".

  2. A statement gate in front of it. Only SELECT, WITH, EXPLAIN, SHOW, TABLE and VALUES are accepted, chained statements are refused, and a data-modifying CTE — WITH x AS (DELETE ... RETURNING ...), which legitimately starts with WITH — is caught by keyword scan after comments and string literals are stripped.

The gate exists for clear error messages; the engine is the actual guarantee.

Configuration

Variable

Default

Purpose

MCP_DB_URL

(required)

postgresql://…, sqlite:./path.db, or a path to a file.

MCP_DB_MIGRATIONS_DIR

auto-detected

Overrides migration directory discovery.

MCP_DB_MAX_ROWS

50

Default row cap for db_query.

MCP_DB_MAX_CHARS

8000

Output cap per result.

MCP_DB_MAX_CELL

60

Per-cell truncation width.

MCP_DB_TIMEOUT_MS

10000

Postgres statement_timeout.

MCP_DB_BUSY_TIMEOUT_MS

3000

SQLite busy_timeout — how long to wait out a concurrent writer.

MCP_DB_URL accepts the sqlite:data/app.db?mode=rwc form sqlx uses — the query string is ignored and relative paths resolve against the server's working directory. A leading ~ expands to your home directory, so an absolute path need not be hardcoded. $VAR is deliberately not expanded: a Postgres password may legitimately contain $, and expanding it would corrupt real connection strings. If your MCP client supports ${VAR} in its own config (Claude Code does), use that instead of putting a password in the file.

The server prints what it resolved to stderr as soon as it starts, so a bad path shows up at launch rather than on the first query. Migration directories are discovered in this order: migrations/, supabase/migrations/, db/migrations/, drizzle/, prisma/migrations/.

Managed Postgres (Supabase, Neon, RDS) terminates TLS with a chain Node does not trust by default, so non-localhost connections use rejectUnauthorized: false.

Pointing this at a database your app is actively writing to is fine. The connection is read-only and holds no transaction between calls; SQLite gets a busy_timeout so a concurrent writer produces a short wait rather than a SQLITE_BUSY error. Under WAL, readers and writers do not block each other at all.

Tools

Tool

Notes

db_schema

No args: every table and view with row counts. table: columns, types, nullability, defaults, keys, indexes, foreign keys in both directions, and the DDL. search: match table and column names.

db_query

A single read-only statement. Results are capped by wrapping the query, and one extra row is fetched so "exactly 3 rows" is distinguishable from "the first 3 of many".

db_explain

Query plan. analyze: true (Postgres) executes for real timings — still inside the read-only transaction.

db_relations

How tables connect. No args: every relationship. table: everything touching one table. from + to: the shortest join path, emitted as runnable SQL.

db_policies

Postgres row-level security — which tables have RLS on, and each policy's command, roles and USING / WITH CHECK expressions.

db_migrations

Migration files on disk versus what the database applied. Reports pending migrations, ones applied but missing from disk (you switched branches), and failures. Understands sqlx, Supabase, Drizzle and plain schema_migrations.

SQLite support uses Node's built-in node:sqlite, so it adds no dependency, but it needs Node 22.5 or newer. Postgres uses pg, imported lazily so a SQLite-only project never loads it.

Relationships without foreign keys

db_relations reads declared foreign keys, and then fills the gaps by matching the <table>_id column convention — player_stat.player_id is reported as pointing at player even with no REFERENCES clause. Singular and plural forms both resolve, so user_id finds users. Every link is labelled fk or inferred; inferred links are a guess from a name, so confirm one before depending on it.

This is what makes the tool useful on schemas that lean on convention rather than constraints. Join paths prefer declared keys and fall back to inferred links only when no declared route exists:

public.activity → public.teams in 2 hops

  activity.link_id → links.id [inferred]
  links.team_id → teams.id [fk]

SELECT *
FROM public.activity a
JOIN public.links l ON a.link_id = l.id
JOIN public.teams t ON l.team_id = t.id

Row-level security

db_policies exists for the failure mode where a query works for you and returns nothing for a real user. It flags both silent states:

  • RLS enabled with no policies — every row is denied to non-owner roles, including anon and authenticated. Queries return empty rather than erroring, so this looks like missing data.

  • RLS off — no row filtering at all; any role with table privileges reads every row.

table                rls      policies  note
public.activity      OFF      0         unfiltered
public.api_keys      enabled  0         DENIES ALL
public.links         enabled  2

mcp-logs

How it works

Two ways in, one set of tools across both.

Capture a process. Put mcp-logs run -- in front of whatever you already run. It behaves exactly as before — output still streams to your terminal, colours intact, exit code preserved, Ctrl-C still reaches the child — while a copy lands in .mcp-logs/<name>.ndjson.

mcp-logs run -- npm run dev                # stream named "dev", from the script
mcp-logs run --name backend -- npm start
mcp-logs run --name mobile -- npx expo start

Read files you already have. Point MCP_LOGS_FILES at globs and they show up as sources with no change to how anything is started.

The server itself owns no processes and holds no state but read cursors — it only ever reads files. That is what lets it survive a client restart, and read a dev server you started in a terminal long before the MCP client existed.

Four things keep the output cheap enough to read on every turn:

  • logs_tail defaults to what is new. It remembers where you last read, so the loop is: trigger the behaviour, call logs_tail, get only what that produced. Pass since: "start" to re-read recent history instead.

  • Stack traces stay whole. Indented frames, at ..., Caused by: and File "..." lines are folded into the entry that raised them, so a trace is one entry rather than thirty — and a trace can promote its own entry to error when its first line never said so.

  • Duplicates collapse. logs_errors keys on the message, not the rendered line, so the same crash on six requests a second apart comes back once as (x6) rather than six identical traces.

  • Noise is stripped. ANSI colour codes go, a leading ISO timestamp is dropped in favour of the rendered time column, and output is capped from the front so the newest lines are the ones that survive.

It does not push

MCP gives a server no way to put anything into an agent's context. The protocol has notifications/message and resources/updated, but clients do not inject either — resources are user-initiated pulls. So these tools are pull-only by design, and logs_tail's cursor is what makes that cheap: asking again after an action costs only the output that action produced.

Configuration

Nothing is required. With no configuration at all the server watches ./.mcp-logs, which is empty until the first mcp-logs run.

Variable

Default

Purpose

MCP_LOGS_DIR

./.mcp-logs

Where mcp-logs run writes captured streams.

MCP_LOGS_FILES

Comma-separated globs of existing log files to expose as sources.

MCP_LOGS_MAX_LINES

60

Default entries returned by logs_tail.

MCP_LOGS_MAX_CHARS

8000

Output cap per tool result.

MCP_LOGS_TAIL_BYTES

524288

How far back a tail read seeks.

MCP_LOGS_SEARCH_BYTES

4194304

How far back logs_search scans.

MCP_LOGS_MAX_BYTES

8388608

Size a captured stream reaches before rotating.

MCP_LOGS_STDERR_WARN

1

Treat stderr with no keyword of its own as a warning. 0 to disable.

// captures only — start your dev server with `mcp-logs run`
{ "mcpServers": { "logs": {
  "command": "npx", "args": ["-y", "@tscafejr/mcp", "mcp-logs"],
  "env": { "PUPPETEER_SKIP_DOWNLOAD": "1" }
} } }
// captures plus log files that already exist
{ "mcpServers": { "logs": {
  "command": "npx", "args": ["-y", "@tscafejr/mcp", "mcp-logs"],
  "env": {
    "MCP_LOGS_FILES": "logs/*.log,supabase/.temp/*.log",
    "PUPPETEER_SKIP_DOWNLOAD": "1"
  }
} } }

Add .mcp-logs/ to the consuming project's .gitignore.

Tools

Tool

What it answers

logs_sources

What is being captured, how big it is, when it last wrote, and how many errors are in recent history. Start here — its names are the source argument.

logs_tail

What has been printed since I last looked. Filters on level, grep and source.

logs_errors

What is broken, across every source, deduplicated with counts.

logs_search

Where did this appear — a regex over history with surrounding lines, grep -C style. Does not move the logs_tail cursor.

Levels

There is no level field to trust, so severity is inferred from the text: named classes (TypeError, NullPointerException) and words like fatal, panic, failed read as errors; warn and deprecated as warnings. stderr on its own is a hint rather than proof — plenty of tools write ordinary progress there — so it only lifts an otherwise unremarkable line to warn. Set MCP_LOGS_STDERR_WARN=0 if a noisy process makes even that too much.

Rotation

A captured stream rotates to <name>.ndjson.1 at MCP_LOGS_MAX_BYTES and one previous generation is kept, so a stream costs at most twice that on disk. logs_search reaches into the rotated generation; anything older is gone.

Troubleshooting

npm error could not determine executable to run

npm picks the bin for npx <package> <args> by stripping the scope off the package name — @tscafejr/mcp becomes mcp — and looking for a bin with that name. It falls back to the only bin when a package has exactly one. This package had one bin through 0.4.0, so the short form worked; adding a second bin in 0.5.0 broke it for both servers.

  • On 0.5.1 or later: nothing to do. The mcp dispatcher bin makes the short form resolve again.

  • On 0.5.0: use the explicit package flag — "args": ["-y", "-p", "@tscafejr/mcp", "mcp-visualizer"]. This form works on every version and never depends on bin-name inference.

Clearing the npx cache does not help; the resolution fails before the cache is consulted.

mcp-logs says there are no sources

Nothing captures itself. Either start a process through the collector — mcp-logs run -- npm run dev, in your own terminal, not through the MCP client — or set MCP_LOGS_FILES to globs of log files that already exist. Both are resolved against the directory the MCP client launched the server from, which is the project root in most clients; logs_sources prints the paths it settled on.

mcp-db reports a path you did not configure

It prints what it resolved at startup:

mcp-db: sqlite → /Users/you/project/data/app.db

Relative paths resolve against the working directory the MCP client launched the server in, which is not always the project root. A leading ~ is expanded by the server, so sqlite:~/code/project/data/app.db is portable across machines and does not rely on the client expanding anything.

The database file does not exist yet

mcp-db will not create one. Run your app or your migration tool first — the error names the absolute path it tried.


Adding a new server

  1. Create src/servers/<name>.ts. Start with a shebang so the built file is directly executable:

    #!/usr/bin/env node
    import { Server } from "@modelcontextprotocol/sdk/server/index.js";
    import { StdioServerTransport } from "@modelcontextprotocol/sdk/server/stdio.js";
    // ...

    Keep the entry thin and put the implementation in src/<name>/, the way visualizer.ts delegates to src/visualizer/. Node ESM needs real extensions, so import local modules as ./thing.js.

  2. Add one line to the bin map in package.json:

    "bin": {
      "mcp": "dist/servers/mcp.js",
      "mcp-visualizer": "dist/servers/visualizer.js",
      "mcp-<name>": "dist/servers/<name>.js"
    }
  3. Register it in the dispatcher's SERVERS map in src/servers/mcp.ts. Skipping this does not break the npx -y -p <package> mcp-<name> form, but npx <package> mcp-<name> will report an unknown server.

    The dispatcher splices its own argument out of process.argv before handing off, so a server that takes arguments of its own — the way mcp-logs run does — sees them at argv[2] under either invocation form.

  4. Build and run locally:

    npm run build
    npm run dev <name>     # tsx, no build step
    npm run start <name>   # runs the built dist/ output

That's it — chmod-bins.js reads package.json on every build and marks all bin outputs executable, so new entries pick up automatically.

Add the new row to the table above so consumers know what's available.

Formatting

Prettier, configured in .prettierrc.json — 100 columns, double quotes, trailing commas, two-space indent.

npm run format         # rewrite
npm run format:check   # verify, non-zero exit if anything is unformatted

Markdown uses embeddedLanguageFormatting: "off" so the annotated JSON config examples in this file survive — several carry // comments that are not valid JSON and would otherwise fail to parse.

Releasing

The release script prompts for the bump type (major / minor / patch), runs npm version, builds, publishes, and pushes the commit + tag to your git remote.

npm run release

Equivalent manual steps if you'd rather drive it yourself:

npm version patch          # or: minor / major — bumps, commits, tags
npm publish                # prepublishOnly rebuilds dist/
git push --follow-tags     # if/when this dir has a git remote

Available Tools

3 tools
inspect_network_errorsC

Captures console logs (errors/warns), uncaught JS exceptions, and 4xx/5xx network failures.

ParametersJSON Schema
NameRequiredDescriptionDefault
routeYes
base_urlNoFull base URL override. See screenshot_page.
portNoLocalhost port. Ignored if base_url is set.
include_logsNoWhether to include console logs/warnings

TDQS

C2.7/5.0
Behavior2/5

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

No annotations exist, so the description must carry the full burden. It does not disclose side effects, read-only nature, whether logs are cleared, or if the page is reloaded. The minimal description leaves behavioral traits ambiguous.

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 description is a single concise sentence, front-loaded with the key action. It avoids unnecessary words, though it could expand slightly on usage without losing conciseness.

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

Completeness2/5

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

With no output schema, the description should explain what the tool returns (e.g., list of errors). It fails to do so, leaving the agent without information on how to use the output. Behavioral and parameter gaps compound the incompleteness.

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

Parameters2/5

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

Schema description coverage is 75%, but the tool description adds no parameter meaning beyond the schema. The 'route' parameter remains undefined in both schema and description, requiring the agent to infer its purpose.

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 clearly states the tool captures console logs (errors/warns), uncaught JS exceptions, and 4xx/5xx network failures. This matches the tool name and distinguishes it from siblings like screenshot_page and type_into_element.

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?

No guidance is provided on when to use this tool vs alternatives (e.g., screenshot_page for visual state). The context signals indicate siblings, but the description does not leverage them.

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

screenshot_pageB

Takes a screenshot of a running web app (local dev server, Netlify deploy preview, etc.).

ParametersJSON Schema
NameRequiredDescriptionDefault
routeYesPath to visit (e.g. /ats)
base_urlNoFull base URL override (e.g. http://localhost:8888 for Netlify dev, https://preview.example.com). Takes precedence over port and env vars.
portNoPort on localhost (e.g. 5173 for Vite, 3000 for Next/CRA, 8888 for Netlify dev). Ignored if base_url is set.
mobileNo
pwaNoSimulate iOS PWA/standalone experience: sets display-mode:standalone, emulates iPhone 15 Pro, and injects 34px bottom + 59px top safe area insets.
wait_msNoMilliseconds to wait after page load before taking screenshot.

TDQS

B3.3/5.0
Behavior2/5

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

With no annotations, the description only says 'takes a screenshot' without revealing behavioral details like side-effects (e.g., does it modify the app?), error handling, or authentication requirements. The description carries the full burden but adds almost no transparency beyond the basic action.

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 description is a single, front-loaded sentence that efficiently states the tool's function. It is concise without being overly sparse, though it could earn a 5 if it included a brief usage hint.

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

Completeness2/5

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

Given 6 parameters, no output schema, and no annotations, the description is too minimal. It does not explain the output format, prerequisites (e.g., app must be running), or how to handle errors. The agent lacks sufficient context to use the tool confidently.

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?

The input schema already covers 83% of parameters with descriptions. The description adds no additional parameter context beyond the tool's general purpose. Baseline 3 is appropriate since the schema does most of the work.

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 clearly states the tool takes a screenshot of a running web app, with specific examples like local dev server and Netlify deploy preview. This distinguishes it from sibling tools (inspect_network_errors, type_into_element) which have entirely different purposes.

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?

The description implies usage for taking screenshots of running web apps but provides no explicit guidance on when to use vs. not use, nor does it mention alternatives or exclusions. The context is clear but lacks direction for an AI agent comparing options.

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

type_into_elementC

Navigates, types text into a selector, and returns a screenshot.

ParametersJSON Schema
NameRequiredDescriptionDefault
routeYes
selectorYes
textYes
base_urlNoFull base URL override. See screenshot_page.
portNoLocalhost port. Ignored if base_url is set.
wait_msNoMilliseconds to wait after typing before taking screenshot. Useful for streaming responses (e.g. 10000 for 10s).

TDQS

C2.9/5.0
Behavior2/5

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

No annotations provided, so description carries full burden. It discloses basic actions but omits important behavior like waiting, error handling, or side effects.

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?

Single sentence efficiently conveys core functionality. Could be more detailed but remains focused.

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

Completeness2/5

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

Lacks information on return value structure, error conditions, and usage context for optional parameters. Insufficient for a 6-parameter tool without output 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?

Adds some meaning to required params (route, selector, text) by framing them in an action, but does not explain optional params like base_url, port, wait_ms. Schema coverage is 50% and description partially compensates.

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?

Description clearly states it navigates, types text into a selector, and returns a screenshot. It distinguishes from sibling tools which handle network errors and standalone screenshots.

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?

No guidance on when to use this tool vs alternatives like screenshot_page or inspect_network_errors. Context is implied but not explicit.

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. 3 tool updatesv0.3.0
    • First observedinspect_network_errors
    • First observedscreenshot_page
    • First observedtype_into_element

TDQS

B3/5.0

Scored across 3 tools

Disambiguation4/5

Each tool has a distinct primary purpose: inspecting errors, taking screenshots, and typing into elements. However, type_into_element also returns a screenshot, creating minor overlap with screenshot_page.

Naming Consistency4/5

All names use lowercase snake_case with verb-like prefixes. 'inspect_network_errors' and 'type_into_element' are more descriptive, while 'screenshot_page' is shorter, but the pattern is consistent overall.

Tool Count3/5

Three tools is on the low side for a web debugging/testing server. While the tools are focused, additional tools like navigation or clicking would make the set more comprehensive.

Completeness2/5

The server covers error inspection, screenshots, and typing, but lacks basic operations such as navigating to URLs, clicking elements, or retrieving page content. These omissions are notable for its stated purpose.

Maintenance

ActivityMaintained
ResponsivenessNo issues

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