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Casefile

One case file per task — shared by every session, agent and person that touches it.

Casefile keeps a case file for every task: the decisions, failed attempts, findings and open questions that agents write down as they work. When a session ends, the next one — the same agent, an agent from another vendor, or you — reads the latest summary and the open questions and carries on. It is a self-hosted MCP server and a web board, MIT-licensed; it assigns and schedules nothing.

CI MCP server Self-hosted License: MIT Glama score

For anyone whose agents work on tasks longer than one session. Free to use. Made for Claude Code; Codex, Cursor and any other MCP client connect the same way.

Install on macOS / Linux

curl -fsSL https://raw.githubusercontent.com/azimov777/casefile/main/install.sh | sh

Install on Windows (PowerShell)

irm https://raw.githubusercontent.com/azimov777/casefile/main/install.ps1 | iex

All you need is Docker. The board opens at http://localhost:8080, and the installer connects Claude Code and Codex by itself — a plugin and an OAuth sign-in, no token to copy. Casefile updates itself to each new release: it checks once an hour and whenever Docker starts. A small updater service does it and holds the Docker socket for that; you can turn it off.

Or let your agent do it. Paste this into Claude Code, Codex or Cursor:

Install Casefile for me by following https://raw.githubusercontent.com/azimov777/casefile/main/docs/agent-install.md

Why

A session ends or the context fills up, and the next agent starts from scratch: re-reading the code, re-trying what already failed, re-asking what you already answered.

Casefile gives every task a case file — an append-only log the agent writes as it works.

  • Hand-offs that survive a fresh context. The next agent reads the latest summary, the open questions and an index of the case, then carries on. No re-discovery.

  • Built for agents, over MCP. Agents create and split tasks, record decisions and dead ends, ask you questions, and close with a verdict on every check.

  • You stay in the loop. A live board and task pages show what every agent is doing. Answer questions, leave remarks and hand each agent its own access — right from the browser.

  • Guardrails, not bureaucracy. No closing without a summary and a passed verdict per check; no starting a blocked task. Nothing else — no sprints, no estimates, no automation.

  • Yours, on your machine. Runs locally in Docker and listens on localhost only. Nothing leaves your computer — unless you turn on sign-in and put it on your own server for your team (Network mode).

Related MCP server: meridian

How it's different

  • Not a notes file. A CLAUDE.md or handoff.md gets overwritten: the attempt that failed two days ago disappears, and two sessions edit the same file. A case file is append-only — a correction is a new entry that points at the old one. Keep CLAUDE.md for per-repo rules; Casefile is per task.

  • Not a memory server. Memory MCPs recall facts by similarity. Casefile recalls nothing clever: it is a work log per task, read in a fixed order — card, latest summary, open questions, index, then only the entries you need.

  • Not an issue tracker with MCP bolted on. An issue is a description and a thread anyone can edit. Case entries are typed and never edited, and the tracker refuses writes that would break the record.

  • Not an orchestrator. It never starts agents, runs timers or moves tasks by itself. Handing out work and noticing a dead session stay with you and your agent harness.

Connect your agent

The installer connects Claude Code and Codex by itself. It installs the Casefile plugin — the skill and a connection to this installation's MCP address — and signs them in with OAuth: no token is copied and none lands in any file. If the installer had no terminal for the sign-in, it prints the commands; run them once:

claude mcp login plugin:casefile:casefile
codex mcp login casefile

The installer asks before it changes anything of another program. The plugin step edits files that are not Casefile's: Claude Code's ~/.claude/settings.json (one line, "autoUpdate": true, inside extraKnownMarketplaces.casefile), Codex's ~/.codex/config.toml, the manual MCP entries casefile and tracker that point at this installation, and ~/.agents/skills. It prints that list and asks [y/N] on your terminal (also under curl … | sh); N skips the whole plugin step, leaves those files alone and installs the service as usual. Before the first change to a file it saves a copy next to it — settings.json.casefile-bak, config.toml.casefile-bak, kept and never overwritten — and it writes only the line it needs, leaving the rest of the file as it was. The copy holds whatever the file held, a token of a manual entry the installer removes included: delete it when you no longer need it. These variables go in front of sh:

  • CASEFILE_SKILL=0 skips the plugin step; CASEFILE_SKILL=1 answers the question in advance. Without a terminal (an agent, CI) nothing is asked and the step runs, as it does with 1.

  • CASEFILE_PLUGIN_AUTOUPDATE=0 installs the Claude Code plugin without autoUpdate; update it yourself with claude plugin update casefile@casefile.

The same commands sign an agent in again after you disconnect it on the board's Access screen (in a Claude Code session, /mcp → casefile → Re-authenticate). On your own machine the sign-in needs no password: Claude Code acts as claude, Codex as codex.

The skill comes with the plugin. Connecting gives the agent the tools; the Casefile skill teaches it how to use them. The installer puts it into Claude Code, Codex, Hermes and other agents it finds on the machine, and prints one line per harness. An installation made before v0.8.0 has no skill and no plugin, and the hourly self-update does not add them: it updates only the service. Run the install line again, or install just the plugin and the skill without touching the service (add CASEFILE_URL=<address> for a server that is not on this machine):

curl -fsSL https://raw.githubusercontent.com/azimov777/casefile/main/install.sh | CASEFILE_SKILL_ONLY=1 sh

How to check whether an agent has the skill, and the commands for each harness, are in step 4 of the agent guide.

Claude Desktop gets an extension for its chat. The chat of the Claude desktop app (macOS, Windows) does not load the Claude Code plugin; it gets Casefile from casefile.mcpb, attached to every release. The installer downloads and opens it when it finds Claude Desktop; by hand, double-click the file. It signs in with OAuth, needs no Node.js and works while the installation runs (details).

Hermes signs in with OAuth (auth: oauth in ~/.hermes/config.yaml; the installer prints the block; not yet checked against a real Hermes). Clients without OAuth use the agent key. Scripts and any client that cannot sign in with MCP OAuth connect over streamable HTTP at the MCP address with the agent key in a header. The installer prints the key in their blocks; read it again with docker compose run --rm --no-deps -T agent-token cat .secrets/agent-token in ~/casefile. Such a client that takes an mcpServers JSON uses this — with the key and, if your installer printed a different address, that address instead:

{
  "mcpServers": {
    "casefile": {
      "type": "http",
      "url": "http://localhost:8100/mcp",
      "headers": {
        "Authorization": "Bearer <token>"
      }
    }
  }
}

Over stdio, as an alternative. Streamable HTTP above is the main way in. A client that can only launch a command and talk to it over stdin/stdout gets the same server that way: it starts a short-lived container of your installation, attached to the installation's database — same tools, same key, same case. There is no OAuth over stdio: the agent key goes in the client's environment, not on the command line:

claude mcp add --scope user casefile-stdio --env TRACKER_MCP_TOKEN=<token> -- \
  docker compose -f ~/casefile/docker-compose.prod.yml run --rm --no-deps -T \
  -e TRACKER_MCP_TOKEN mcp python -m app.mcp --stdio

The installation has to be up: the stdio process brings no database of its own. Each client session is a process of its own, so HTTP stays the lighter choice wherever the client supports it. An installation image older than the stdio mode answers unrecognized arguments: --stdio — update it first.

A second agent, without the terminal. Connect an agent on the board shows this installation's MCP address and ready-made snippets. Access lists every way in, in three sections: agent connections (OAuth sign-ins), agent keys and sign-in sessions — yours, or every one of the installation if you are an administrator: who it speaks for, who issued it and when it was last used. A connection is disconnected there and a key revoked. For a client without OAuth you register an agent, issue its own key there and copy the snippet with the key already in it — shown once. Give each agent its own sign-in or key and its case entries are signed with its name. On a shared installation every person does this for their own agents, without the administrator, and sees only the connections and keys they issued or that speak for them.

Tell it what to do

Connecting the agent is only the wiring. Once it is done, tell the agent these, word for word.

Have work to hand over? Say:

File tasks in Casefile for my work: a project for it if there is none yet, and tasks with all their sections and checks, each small enough for one agent to finish in one go, each naming its environment in context — where the work lives and how to check it is done. Don't start the work itself; if I haven't described it yet, ask me.

Then, in a new agent session, say:

Carry out the tasks for this work from the Casefile tracker. Hand them to agents, one task per agent, to save your own context, and give them cheaper models where those cope.

The two phrases go to different agent sessions: the second agent starts with a clean context and knows only what is in the task cases. The board carries the same phrases, with copy buttons, on its /start page.

Tools

Every MCP tool the server offers, grouped by area (app/mcp/tools/):

Tasks

  • get_task — returns everything about one task in a single call: card, parent and children, links, computed features, latest summary, open questions, unresolved remarks, its discussions, case index and transition targets

  • search_tasks — searches tasks by a query-language string, by separate conditions, or by both

  • create_task — creates a task in backlog in an area of its project (area_required without one), optionally as a child of a parent task

  • update_task — changes the given fields of a task; fields left out stay as they are

  • transition — moves a task to another status along the fixed transition table

  • close_task — closes a task: files entries, verdicts and the final summary and moves it to done, in one transaction

  • move_task — moves a task, or each task of a list with an outcome per key, to another project with a reason; its previous key keeps leading to it

Case

  • read_entries — returns entry bodies of one task's case, with payload, in number order

  • add_summary — files a summary: the handover note of a case, in four parts

  • add_entry — files an entry without payload: a decision, attempt, finding, artifact, remark or note

  • ask — files a question to registry participants in a discussion; asked about a task, it opens the discussion and attaches the task in the same call

  • answer — answers a question of a discussion or of a task's case, or closes one still unanswered as withdrawn or replaced by a later question, with a reason; an answered question cannot be withdrawn

  • resolve — resolves a remark on a task: its outcome and where the work went

  • add_verdict — files the outcome of one review check

  • read_project_entries — returns entry bodies of one project's, area's or discussion's case, with payload, in number order; filters by number, type, status and a substring of the title or body

  • add_project_entry — files a decision, finding, artifact or note in a project's or an area's case, or a note in a discussion's case

Discussions

  • add_conclusion — files a discussion's conclusion: what is decided, superseded and still open

  • close_discussion — closes a discussion with its final conclusion, in one transaction

  • list_discussions — lists discussions with filters by project, status, turn and attached task: address, title, status, turn, open questions, closing time

Files

  • request_file_upload — returns a one-time link and the curl -T command that uploads a new file to a project; the bytes go from disk to the tracker and never through the model

  • request_file_replace — returns a one-time link and the curl -T command that replaces the content of a file under the same id

  • read_file — returns a file: an image as image content the model sees, any other file as its card and a one-time curl -o link

  • list_files — lists files as cards with search by name and filters by project and media type, sorted by time added or opened, size or type

  • delete_file — erases a file's bytes and keeps its tombstone: name, type, size, who deleted it and when

  • delete_files — erases every file a filter picks (project, name, type, unopened for images not opened for the term of days) once the confirmed count matches

Links

  • link — links two tasks and files link_added in both cases, or attaches a task to a discussion

  • unlink — removes a link and files link_removed in both cases, or detaches a task from a discussion

Projects & participants

  • get_project — returns one project by its key, or an area by its address in the same shape: key, title, description, current attribute values, the decisions and findings in force and the index of the rest of its case

  • list_projects — lists the installation's projects the agent may use: key, title and archive time; archived ones only when asked

  • list_participants — lists the participant registry: the possible addressees of a question

  • create_project — creates a project

  • update_project — changes a project's title and description, recording each change in its case

  • archive_project — archives a project with a reason, freezing it and its tasks against changes

  • restore_project — restores an archived project with a reason

  • set_attribute — sets the value of a project attribute, creating it or changing it with a reason; the history stays in the project's case

  • remove_attribute — removes a project attribute with a reason, filing its last value in the project's case

  • register_participant — registers a human or a permanent agent

  • update_participant — changes a participant's description

Journal

  • wait_journal — returns journal entries after a sequence number, waiting for new ones

Everyday

Update right now

run the install line again

Turn auto-update off

CASEFILE_AUTO_UPDATE=false in ~/casefile/.env, then docker compose up -d --no-deps updater in ~/casefile

Stay on one release

CASEFILE_VERSION=0.17.0 in ~/casefile/.env

Stop / start

docker compose stop / docker compose start in ~/casefile

Remove everything, data included

docker compose down -v in ~/casefile

Move to another machine or your own server

docs/moving.md

Back up your data / restore into a clean install

docs/backup-restore.md

Ports and other settings live in ~/casefile/.env — see .env.example.

Updates

A new version of Casefile is a release: a git tag vX.Y.Z with its images on ghcr.io under the version and under the stable channel. Every installation follows stable by default. It checks when Docker starts and then once an hour, at a slightly random minute, so a release reaches it within about an hour and ten minutes, with nothing to restart. Commits to main without a tag never reach an installation. The update recreates the Casefile containers and keeps your data in its volumes. An agent in the middle of an MCP call when that happens gets a dropped connection and has to retry.

The updater holds the Docker socket. To replace containers the updater service mounts /var/run/docker.sock, which is root access to the machine; Casefile gives it to this one service on purpose (docker-compose.prod.yml says why). The installer tells you this before it installs and again at the end. To turn auto-update off, put CASEFILE_AUTO_UPDATE=false into ~/casefile/.env (exactly false: any other value leaves it on) and run docker compose up -d --no-deps updater in ~/casefile. The service then idles, so the socket stays mounted; docker compose stop updater stops it until the next docker compose up or run of the installer. With auto-update off the board tells you when a new release is out: a note at the bottom of the side panel links to the release notes, and you update by running the install line again. That note comes from a read of the latest release on GitHub, at most once an hour; TRACKER_RELEASE_CHECK=false in .env turns the read off, and the note with it.

The first release on this channel was 0.2.0. An installation from before it (on latest) moves to stable by itself the next time Docker starts, and from then on checks every hour. A release can also bring a new updater: the update to that release is still done by the old one, which is then replaced by itself, so what a new updater adds (such as the rollback below, new in 0.3.0) covers updates from the next release on. If you set CASEFILE_VERSION=latest in .env yourself, remove the line to follow releases.

CASEFILE_UPDATE_INTERVAL sets how often to check (hours, or 30m; 0 means only when Docker starts). If a release fails to start, the installation goes back to the version it ran before and does not try that release again; the next release is installed as usual. docker compose logs updater tells what happened.

A release that changes the database schema costs one more step. Before installing it, the updater takes a snapshot of the database (pg_dump -Fc, the same format as backup and restore). The snapshot goes into a Docker volume of the installation, casefile_updater-snapshot, as before-update.dump, and takes about as much space as a manual backup. If that release then fails to start after changing the schema, the database goes back to the snapshot before the previous version starts again. So the schema and the data are exactly as they were before the update, and a manual docker compose up -d works as usual. The price: anything written between the snapshot and the rollback is lost. That window is the failed start, up to a few minutes. While the new version is being brought up, the old one keeps answering for a few seconds. The snapshot is not deleted afterwards, neither after a good update nor after a rollback: it stays in the volume as a copy of the database from before the update, and docker compose logs updater says where. There is one copy: the next update that changes the schema replaces it, and a snapshot that fails never replaces the earlier one. How to restore from it: backup and restore. If the snapshot cannot be taken, that release is not installed this time. If it cannot be restored, the previous version runs on the new schema, and the log says how to copy the snapshot out.

Network mode

Out of the box Casefile listens on localhost only, and you type nothing: the installation creates an administrator account for you (owner@localhost) and the board signs into it by itself. To reach it from other machines, turn on sign-in: then everyone signs in with their own email and password, and every entry is signed by the person who made it. It is one team per installation — everyone signed in sees every task. The only role is the administrator flag, and all it opens is managing people.

  1. Add to ~/casefile/.env:

    CASEFILE_LOGIN=password            # everyone signs in with email and password
    CASEFILE_BIND=0.0.0.0              # publish the board and MCP beyond localhost
    TRACKER_MCP_PUBLIC_URL=http://<server>:8100/mcp   # what agents on other machines use
  2. Run docker compose up -d in ~/casefile.

  3. Give yourself a password. The administrator account the installation made has none; this prints a generated one, once:

    docker compose run --rm api python -m app.cli account-password --email owner@localhost

    Add --set-password to type your own instead (12 characters at least, asked twice, no echo). Your email can be changed too: account-update --email owner@localhost --new-email you@example.com.

  4. Add your teammates — on the board, or on the server:

    docker compose run --rm api python -m app.cli account-create --email alice@example.com --name alice

    It prints Alice's password once; hand it to her. --admin makes her an administrator too. account-list shows everyone, account-update --disable locks a person out and revokes their sessions and every connection and key they issued to their agents (their past entries stay signed with their name), and account-password resets a forgotten password. Casefile sends no mail: there is no address confirmation and no reset link.

The board at http://<server>:8080 now opens with a sign-in screen. Agents sign in with OAuth behind TLS (below); Connect an agent shows the address from TRACKER_MCP_PUBLIC_URL. Each person's agent machine gets the plugin, the skill and the sign-in with one line — no Docker and no service installer there:

curl -fsSL https://raw.githubusercontent.com/azimov777/casefile/main/install.sh | CASEFILE_SKILL_ONLY=1 CASEFILE_URL=https://mcp.casefile.example.com/mcp sh

The steps for the agent are in the agent guide.

Coming from the owner password. An installation locked with TRACKER_PASSWORD_HASH before accounts existed keeps working after the update: sign-in turns on by itself, and the old password becomes the password of the administrator account owner@localhost — sign in with that email and the same password. The hash in .env is no lock any more; it is only carried over once, and a password you set later is never overwritten by it.

Plain HTTP is a hole. Without TLS the passwords, the session cookies, the keys and the agents' tokens cross the network in clear text for anyone on the path to read. Casefile does not do TLS itself. Anywhere beyond a network you trust, keep CASEFILE_BIND=127.0.0.1 and put a reverse proxy with TLS in front of both ports — for example Caddy, which gets the certificates and sends X-Forwarded-Proto by itself:

casefile.example.com {
    reverse_proxy 127.0.0.1:8080
}
mcp.casefile.example.com {
    reverse_proxy 127.0.0.1:8100
}

with TRACKER_MCP_PUBLIC_URL=https://mcp.casefile.example.com/mcp. A proxy that sends X-Forwarded-Proto: https gets the session cookie marked Secure.

Agents sign in with OAuth. With sign-in on and TRACKER_MCP_PUBLIC_URL on https, a client that speaks MCP OAuth (Claude Code, Codex) needs only the address, no token. It opens a page on the MCP host: the person signs in with email and password and picks which agent the client acts as. By default it is their own agent, created on the first sign-in: Alice's Claude Code signs its case entries as claude_alice, her Codex as codex_alice (agent_<name> for other clients). The list holds their own agents and agents without an owner, never someone else's. The connection counts as issued by that person: they see and disconnect it on Access, an administrator sees all. Disabling the person's account revokes every connection and key they issued — their agents' too: a connection cannot renew itself and has to be signed in anew once the account is back. Harnesses without OAuth, and a journal watcher running between sessions, use a key the person issues to their agent on Access. What the proxy must do:

  • send the whole MCP host to port 8100, not only /mcp: sign-in also uses /.well-known/…, /register, /authorize, /token and /oauth/… at the root of the host named in TRACKER_MCP_PUBLIC_URL;

  • keep the client's Host header. Caddy does; nginx needs proxy_set_header Host $host;. With sign-in on, MCP answers only on the host of TRACKER_MCP_PUBLIC_URL, and a request under another name gets 421.

Over plain http beyond localhost there is no OAuth at all — agents connect with a key from Access. On a machine of your own (sign-in off, ports on localhost) an agent is signed in at once, without a page: Claude Code as claude, Codex as codex, any other client as agent, each created when first needed.

Name your proxy. Sign-in tells guessers apart by address (see Guessing below). Behind a proxy every request arrives from the proxy, so the board must be told which address is the proxy; only then does it take the browser's address from the proxy's X-Forwarded-For. From anyone else that header is ignored — anybody can write it. Add to ~/casefile/.env:

CASEFILE_TRUSTED_PROXIES=172.18.0.1   # the address the board sees the proxy come from

and run docker compose up -d. That address is not the proxy's own: it is whatever Docker shows the board. With the proxy on the same machine and CASEFILE_BIND=127.0.0.1, it is the gateway of the installation's network, on Linux and Docker Desktop alike:

docker network inspect casefile_default -f '{{range .IPAM.Config}}{{.Gateway}}{{end}}'

To check, run docker compose logs ui: each request line starts with the address it came from — with the proxy named, the browser's; without, the proxy's. Several proxies or a network go comma-separated (172.18.0.1,10.0.0.0/8). The network gets its address when it is created, so after docker compose down check the gateway again. Keep CASEFILE_BIND=127.0.0.1 behind a proxy: Docker Desktop shows every connection to a port published to the network as 192.168.65.1, so naming that address would let anyone claim any address. Without this line nothing breaks, but everyone behind the proxy shares one address — and one guesser holds everybody at "try again later" again.

What else to know:

  • No sign-in, no network. With CASEFILE_BIND beyond localhost and sign-in off, the board refuses to start instead of handing the administrator key to the whole network; docker compose logs ui says why.

  • Sessions. A sign-in lasts 7 days (TRACKER_SESSION_HOURS). A session is a token with a deadline, kept in the database: restarting the installation does not end it. Sign out revokes it at once, a changed or reset password ends the person's other sessions, and disabling an account revokes all its sessions and every connection and key the person issued to their agents: enabling it again brings none of them back.

  • Guessing. Wrong passwords are counted per address and per email, within a minute. After 5 from one address, sign-in answers "try again later" to that address — the right password included — until the minute has passed; after 5 for one email, from wherever they come, that email waits the same way. Other people sign in as usual. On top of that the whole installation takes at most 100 wrong passwords a minute, to keep guessing from burning the processor; guessing spread over many addresses and many emails that reaches it keeps everyone at "try again later" for as long as it goes on (an IPv6 client counts as its whole /64). Open sessions and the agents, which use tokens, are not affected. A client is the address that opened the connection, or the one your named proxy reports (above). Docker Desktop hides the address of every connection from the network behind one of its own, so there the board tells clients apart only behind a proxy on the same machine.

Under the hood

Python 3.14 · FastAPI · PostgreSQL · MCP over streamable HTTP · React 19 · Vite · Tailwind. The backend sits at the repository root, the web UI in ui/. The web UI speaks English and Russian and the agent-facing texts are in Russian for now; design decisions live in the maintainer's tracker, so ask in an issue.

Contributing

Issues and pull requests are welcome — start with CONTRIBUTING.md. Commits need a sign-off (git commit -s): it certifies you have the right to submit the code, and CI checks it.

License

MIT


Hiring? I built Casefile and would be glad to hear about roles at Anthropic or OpenAI — reach me through GitHub.

Available Tools

30 tools
add_entryAdd case entryA

Files an entry without payload: a decision, attempt, finding, artifact, remark, acceptance or note.

Entries are immutable: no call edits or deletes one, and a mistaken entry is corrected by a new entry that references it in refs. Summaries, questions, answers, verdicts and resolutions have their own tools: add_summary, ask, answer, add_verdict, resolve.

An empty title is refused with entry_fields_invalid, which lists the fields.

Inputs: key (required), type (required), title (required), body, +2 more. Returns: A filed entry, by its address rather than its content; the entry in full is ret…

add_project_entryAdd project entryA

Files an entry in a project's case: a decision, finding, artifact or note that concerns the project rather than one of its tasks.

The entry number counts inside the project, and TRK#7 addresses the entry from refs of any task or project case. Like a task entry filed by add_entry, a project entry stays as filed. A task token files project entries as it files task entries.

A project decision is in force until a later decision names it in supersedes; no entry changes, and the status is computed on read. Withdrawing a decision with no replacement is a decision too, one that supersedes it.

An empty title, or a reference to a missing entry, task or project, returns entry_fields_invalid naming the offending fields.

Inputs: key (required), type (required), title (required), body, +3 more. Returns: A filed project case entry, by its address rather than its content; the entry i…

add_summaryAdd summaryA

Files a summary: the handover note of a case, in four parts, none of them empty (entry_fields_invalid lists the empty ones).

A significant step is a decision made, a finished part of the work, a failure that changes the plan, or any point where a colleague would need an explanation of where the work stands.

Its index title is the first line of done, returned in the response. The final summary, with unmeasured, is filed by close_task.

Inputs: key (required), done (required), blockers (required), next_step (required), +2 more. Returns: A filed entry, by its address rather than its content; the entry in full is ret…

add_verdictAdd verdictA

Files the outcome of one review check, as run by the task's assignee within the current pass.

A pass starts with each entry into in_progress, a return after a wait in open included. Only verdicts of the current pass count for closing, and the latest verdict on a check replaces the earlier ones: a failed verdict is filed when it happens, like a passed one. Verdicts of earlier passes stay in the case without counting. close_task also takes verdicts, together with the closing.

Inputs: key (required), outcome (required), check_no (required), evidence, +1 more. Returns: A filed entry, by its address rather than its content; the entry in full is ret…

answerAnswer questionA

Answers a question of the same task, or closes it unanswered as withdrawn or replaced. Any holder of a task token answers, in any task.

The first answer closes the question and later ones add to it; neither a question nor an answer changes the task status. A withdrawn or replaced question leaves questions of get_task and the open-question counts, and stays in the case with this entry; a question that already has an answer is not withdrawn. The tracker builds the title from the question reference and the outcome.

Inputs: key (required), question_no (required), body, outcome, +2 more. Returns: A filed entry, by its address rather than its content; the entry in full is ret…

archive_projectArchive projectA

Archives a project with a reason and files an archived entry in its case.

The project and its tasks freeze as they are: statuses stay, open tasks need no closing. From then on any change in the project or its tasks — a new task, an entry, a transition, an edit, an attribute, a new link — is refused with project_archived, until restore_project. The one change still accepted is unlink of a link with its task: an open archived task keeps blocking its blocked_by tasks and holding its parent until the link is removed. Reads work as before.

An already archived project is refused with project_archived.

Inputs: key (required), reason (required). Returns: Project after archiving or restoring, by the entry that records it; the entry i…

askAsk questionA

Files a question to registry participants. The tracker delivers nothing: an addressee sees the question when reading the feed or their inbox.

A question stays open until an answer with its number is filed in the same task; it counts toward open_questions, and with blocking toward open_blocking_questions.

A blocking question is the carrier of a wait on its addressee or on an event outside the tracker that the addressee learns of; any participant files the answer. The answer to the last such question makes a task in open a candidate again, with no status move.

What the cases of the parent, its ancestors and sibling tasks already record is readable through get_task and read_entries, without a question.

Inputs: key (required), title (required), blocking (required), addressees (required), +2 more. Returns: A filed entry, by its address rather than its content; the entry in full is ret…

close_taskClose taskA

Closes a task: files the given entries, then the verdicts, then the final summary, and moves the task to done, all in one transaction. It is the only way into done.

A refusal of any part files nothing and leaves the status as it was. The exit conditions are checked after filing: a latest verdict other than failed on every review check within the current pass (checks_not_passed), closed children (task_has_unclosed_children), the task in in_progress (transition_not_allowed). An empty summary part is refused with entry_fields_invalid.

A latest verdict partial or unverifiable on any check adds a service entry warning after the verdicts, naming those checks and outcomes. The task then enters done with the open_warnings feature at 1 until an acceptance or a remark is filed after the warning.

For a parent task the final summary covers the whole work: the children's results are in their own closing summaries.

Tasks this one blocked (blocks) lose the blocked feature, without an entry in their cases.

Inputs: key (required), summary (required), entries, verdicts, +1 more. Returns: Closed task: key, new status and version, and every entry the call filed.

create_projectCreate projectC

Creates a project with a key, a title and a description.

Inputs: key (required), title (required), description, idempotency_key. Returns: Project key in its stored, upper-case form; the project in full is returned by…

create_taskCreate taskA

Creates a task in backlog; a new task starts in no other status.

With parent, the task is born as the parent's child in the same call: the link files link_added both in the new task's case and in the parent's case, and parent_entry in the response is the number of the parent's entry.

A child task takes a part of the parent's work when the parent's output falls into separate results, its checks cannot all pass in one pass, the work does not fit one pass, or it depends on something that does not exist yet. These signs appear on entry into the parent and after each attempt.

The response carries the key issued by the tracker. An empty title or description is refused with task_fields_invalid.

Inputs: title (required), project (required), description (required), parent, +5 more. Returns: Task state after the call and the entries it filed; the card in full is returne…

get_projectGet projectA
Read-onlyIdempotent

Returns one project by its key: key, title, description, current attribute values, the project decisions in force and the index of the project's case.

The keys of the installation's projects are listed by list_projects.

Inputs: key (required). Returns: Project with its description, attributes and the index of its case.

get_taskGet taskA
Read-onlyIdempotent

Returns everything about one task in a single call: card, parent and children, links from both sides, the project decisions it relies on, computed features, latest summary, open questions, unresolved remarks, case index and transition targets.

parent and children are fields of their own and are absent from links, which holds blocks, blocked_by and relates, each named by this task's role. parent carries the parent's goal, cut when long (goal_truncated); the full text, its summary and decisions are in the parent's own case.

The summary covers the case up to its own no; entries with a greater no are returned by read_entries with after_no. The index carries titles only, and entry bodies come from read_entries.

A remark in remarks changes nothing in the task: it does not block in_progress, does not change the status and does not unlock the sections. It stays in remarks and in open_remarks until resolve gives it an outcome.

transitions lists the targets of the transition table from the current status, not moves checked in advance: sections, summary, verdicts, blockers, blocking questions and children are checked by the transition call itself. Whether in_progress is open shows in the blocked and open_blocking_questions features.

Inputs: key (required). Returns: Everything about one task: card, parent and children, links, features, latest s…

list_participantsList participantsA
Read-onlyIdempotent

Lists the participant registry: humans and permanent agents, the possible addressees of a question. Temporary agents are not registered and are absent from it.

Inputs: limit, cursor. Returns: items, next_cursor

list_projectsList projectsA
Read-onlyIdempotent

Lists the installation's projects, one page at a time: key, title and archive time. A project's description is returned by get_project.

Inputs: limit, cursor, include_archived. Returns: items, next_cursor

move_taskMove task to projectA

Moves a task to another project, recording the move, both keys and the reason as a moved entry of the task.

The task gets the next number of the new project, or its own earlier key there when it returns to a project it has been in: a task holds at most one key per project. The key it leaves goes to previous_keys and keeps addressing the task in every call that takes a key; no other task ever gets it. Status, sections, links, parent, children and case stay as they are, and a closed task moves too. One key moves one task: its children stay in their project.

Moving into or out of a frozen project fails with project_archived.

A list of keys moves each task on its own, in list order, so new numbers follow that order; each moved task gets its own moved entry with the one reason. The answer is results, one per listed key, repeats included: moved, already (the task is in that project already) or error with the code a single move would give, such as task_not_found or project_archived of the task's own project. A refusal of one task leaves the others moved. A blank reason, an unknown or archived target project and a list size out of range refuse the whole call before any move.

Inputs: key (required), reason (required), project (required). Returns: A key as a string: the task after the move, by the entry that records it; the c…

read_entriesRead case entriesA
Read-onlyIdempotent

Returns entry bodies of one task's case, with payload, in number order.

Filters combine with and: types=["summary"] gives every summary, after_no everything filed after the named entry, and both together the entries of those types filed after it. decision and attempt entries hold the choices already made and the attempts already tried, failed ones included.

Entries of many cases in one stream, with a wait for new ones, come from wait_journal.

Inputs: key (required), nos, limit, types, +2 more. Returns: items, next_cursor

read_project_entriesRead project entriesA
Read-onlyIdempotent

Returns the bodies of a project's case entries, payload included, ordered by entry number.

The project's case holds decisions, findings, artifacts and notes about the project, and the tracker's own entries about its card. Filters combine with and, as in read_entries. attribute gives one attribute's history: attribute_created, attribute_changed, attribute_removed entries with that name. The case index, titles only, comes with get_project.

Inputs: key (required), nos, limit, types, +3 more. Returns: items, next_cursor

register_participantRegister participantA

Registers a human or a permanent agent. The new participant's token is issued through the REST API. An existing participant's description is changed by update_participant.

Inputs: kind (required), name (required), description, idempotency_key. Returns: Participant name in its stored, lower-case form; the registry is returned by `l…

remove_attributeRemove attributeA

Removes a project attribute and files an attribute_removed entry in the project's case with its last value and the reason. The attribute's history stays in the case; a later set_attribute with the same name creates it anew.

A name that matches no attribute of the project is refused with attribute_not_found. A task token removes attributes.

Inputs: key (required), name (required), reason (required), idempotency_key. Returns: Removed project attribute, by the entry that records the removal; the entry in…

resolveResolve remarkA

Resolves a remark on a task: its outcome and where the work went.

Any outcome resolves the remark, needs_detail included: the resolution removes it from open_remarks, while accepted keeps it in remarks_in_work until the continuation task is closed. Its title is made of the remark reference and the outcome.

Inputs: key (required), outcome (required), remark_no (required), body, +2 more. Returns: A filed entry, by its address rather than its content; the entry in full is ret…

restore_projectRestore projectA

Brings an archived project back: files a restored entry carrying the reason in its case, and its tasks resume where the archive left them.

A project that is not archived is refused with project_not_archived.

Inputs: key (required), reason (required). Returns: Project after archiving or restoring, by the entry that records it; the entry i…

search_tasksSearch tasksA
Read-onlyIdempotent

Searches tasks by a query language string, by separate conditions, or by both.

Conditions from both sources combine with and and give the same result as one string of the same meaning; no condition at all selects every task of the projects that are not archived. A task of an archived project is found only when the search names it with = or in: its project in project, the task itself in key, its parent in parent or a root of its subtree in under. Rows are ordered by sort, by key when it is left out. A long text is cut at the installation limit and marked by <field>_truncated and <field>_length; one task in full, with its case and links, is returned by get_task.

An unknown field, operator or value is refused with search_field_unknown, search_operator_not_supported or search_value_invalid, the allowed values listed in details.

Inputs: key, sort, text, limit, +16 more. Returns: items, next_cursor

set_attributeSet attributeA
Idempotent

Sets the value of a project attribute: a reference fact of the project such as its repository or main branch. One call both creates and changes; which entry it files follows from the attribute's state.

  • No attribute with this name, ignoring case: the attribute is created and an attribute_created entry is filed; the reason is optional.

  • An attribute with another value: the value changes and an attribute_changed entry is filed with the previous value; the reason is required.

  • The same value: nothing changes and nothing is filed.

The name keeps the spelling it was created with; another spelling addresses the same attribute and does not rename it. Attributes carry no types and no search: the tracker stores the text and acts on none of it. A task token sets attributes.

Inputs: key (required), name (required), value (required), reason, +1 more. Returns: Project attribute after the call; the project with all attributes is returned b…

transitionChange task statusA

Moves a task to another status along the fixed transition table.

Refusals: leaving in_progress without a summary filed since the last entry into it — summary_required; entering in_progress without an assignee — assignee_required, by anyone but the assignee — assignee_mismatch (assignee and caller signature in details), with an open blocker — task_blocked, with an unanswered blocking question — task_has_open_blocking_questions (question numbers in details.questions); open with incomplete sections — task_sections_incomplete; cancelled with open children — task_has_unclosed_children; done — closing_not_a_transition, since a task is closed by close_task; a move outside the table — transition_not_allowed, the allowed targets in details.allowed.

A task waiting in open stays there when its carrier closes: neither an answer nor a closed blocker moves it, and it becomes a candidate again with no status_changed entry. Each entry into in_progress starts a new pass of the task.

cancelled takes no verdicts. It clears the blocked feature of the tasks this one blocked (blocks), with no entry in their cases.

The response names the new status and version and the number of the filed status_changed entry.

Inputs: to (required), key (required), reason. Returns: Task state after the call and the entries it filed; the card in full is returne…

update_participantUpdate participantA
DestructiveIdempotent

Changes a participant's description. Name and kind never change: the name signs entries already filed. The previous description is not kept.

Inputs: name (required), description (required). Returns: Participant name in its stored, lower-case form; the registry is returned by `l…

update_projectUpdate projectA
Idempotent

Changes a project's title and description; a field left out stays. The key never changes. Each changed field files a field_changed entry with the previous and the new value in the project's case; a value equal to the current one files nothing.

Inputs: key (required), title, description. Returns: Project key in its stored, upper-case form; the project in full is returned by…

update_taskUpdate taskA
Idempotent

Changes the given fields of a task; fields left out stay as they are.

Title, description and sections are fixed from open on. A task past backlog has them edited by a return to backlog through transition with a reason, this call, and a move forward again to open and in_progress.

Each changed field files section_changed or field_changed, an assignee change files assignee_changed. An edit of one check names its number, and the earlier verdicts on that check become outdated.

Inputs: key (required), changes (required), version. Returns: Task state after the call and the entries it filed; the card in full is returne…

wait_journalWait for journal entriesA
Read-onlyIdempotent

Returns journal entries after the sequence number after, waiting for new ones.

The journal is every case entry of the installation in one stream, task cases and project cases alike, in seq order; task, project and types narrow it. The call returns as soon as a matching entry appears, and after timeout seconds at the latest. The next call continues from the seq of the last entry received. With types=["answer"] and task, one call covers an answer expected within timeout.

Entries already filed in one case, by number, are returned by read_entries and read_project_entries.

Inputs: task, after, limit, types, +3 more. Returns: items, next_cursor

Tool Schema Changelog

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

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    TDQS

    A3.9/5.0

    Scored across 30 tools

    Disambiguation5/5

    Each tool targets a clearly distinct resource and action, with explicit boundaries between similar operations (e.g., add_entry vs add_summary vs add_verdict, transition vs close_task). The descriptions explicitly state which tool to use for which purpose, preventing misselection despite the large number of tools.

    Naming Consistency4/5

    The vast majority of tools follow a consistent verb_noun pattern (e.g., create_task, get_project, read_entries). A few tools use single verbs (ask, answer, resolve, link, unlink) and one uses a noun/verb (transition), but these are conventional and still readable.

    Tool Count3/5

    With 30 tools, the set is on the heavy side for an MCP server, though the domain is complex and many tools have specialized roles. Some consolidation could be possible (e.g., entry-filing tools), making the count borderline rather than clearly appropriate.

    Completeness5/5

    The tool surface covers the full lifecycle of tasks, projects, entries, participants, attributes, links, and a journal stream. No obvious gaps exist for the stated purpose; operations like archive/restore, attribute management, and entry reading are all present.

    Maintenance

    ActivityNo data
    ResponsivenessOutdated data

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