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8 clients · secrets stay placeholders

JSON (mcpServers)Claude CodeCodexOpenCodeCursorVS CodeGemini CLIGoose

{
  "mcpServers": {
    "library": {
      "type": "http",
      "url": "https://coders.talk/mcp"
    }
  }
}

claude mcp add --transport http library https://coders.talk/mcp

[mcp_servers.library]
url = "https://coders.talk/mcp"

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "library": {
      "type": "remote",
      "url": "https://coders.talk/mcp",
      "enabled": true
    }
  }
}

{
  "mcpServers": {
    "library": {
      "type": "http",
      "url": "https://coders.talk/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=library&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vY29kZXJzLnRhbGsvbWNwIn0%3D"
}

{
  "servers": {
    "library": {
      "type": "http",
      "url": "https://coders.talk/mcp"
    }
  }
}

{
  "mcpServers": {
    "library": {
      "httpUrl": "https://coders.talk/mcp"
    }
  }
}

extensions:
  "library":
    enabled: true
    name: "library"
    type: streamable_http
    uri: "https://coders.talk/mcp"
    timeout: 300

Quality 84 / 100good

protocol88 · weight 25

pass
protocol.modernsupports 2026-07-28 (server/discover)
pass
protocol.statelessanswers without a session
pass
protocol.transportstreamable HTTP
warn
protocol.list_ttltools/list declares ttlMs 0, so clients re-fetch it on every use

authorizationn/a · weight 15

n/a
auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
n/a
auth.secret_in_urlno templated URL

tool hygiene86 · weight 30

pass
tools.descriptionsevery tool has a description
pass
tools.description_lengthdescriptions are concise
pass
tools.schemasevery tool has an object input schema
pass
tools.annotations10 of 10 tools declare readOnlyHint or destructiveHint
fail
tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: get_task_context (idempotentHint, openWorldHint); get_session_excerpt (idempotentHint, openWorldHint); get_coding_agent_session (destructiveHint, idempotentHint, openWorldHint); …
pass
tools.token_costabout 2,056 tokens to load every tool
pass
tools.api_dumptools are not a one-to-one API dump

stability75 · weight 15

warn
stability.changes13 tool changes in 30 days
pass
stability.rug_pullno tool changed its meaning under the same name

dependenciesn/a · weight 15

n/a
deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

10 tools, about 2,056 tokens to load them all · tool set 6112deb3cefe · tools last changed 2026-10-07 · checked 2026-10-19 15:48 UTC

Tool changes

2026-10-07attach_session_to_taskchangeddescription, input schema
before
After the user chooses a task to continue, attach the actual current session to it. Use the client and session ID from the local plugin context, never guess IDs. This records a private link; it does not upload or publish history.
after · 58% of words in common
After the user chooses a task to continue, attach the actual current session to it. Use the client and session ID from the local plugin context, never guess IDs. Pass continues: the session_id (from get_task_context) of the session you are continuing, usually the latest one you read; your session then goes on in that session's draft, so one Build shows the work of both agents. This records a private link; it does not upload or publish history.
2026-10-06attach_session_to_taskadded
After the user chooses a task to continue, attach the actual current session to it. Use the client and session ID from the local plugin context, never guess IDs. This records a private link; it does not upload or publish history.
2026-10-06get_session_excerptadded
Read more turns from an accessible private work session. Use session_id returned by get_task_context and cursor to page through the source.
2026-10-06get_task_contextadded
Read private task context after selecting a task. Returns source excerpts without a paid summary call. Check the actual checkout before continuing. Fetch more session turns if excerpts are insufficient.
2026-10-06search_my_workadded
Find your own or team tasks. For continuing work, get the current repository key from the local plugin at query time and search that project first. Offer every matching task newest first when there are multiple; never silently broaden a repository search. No model generation.
2026-10-05list_team_tasksadded
Your team's pieces of work on Coders Talk, grouped from its members' agent sessions: title, task number, project, when it was last worked on, and its latest sessions (open one with get_coding_agent_session). Use when picking up work a teammate started, or to see what is going on in a project. Only for tokens of a team member.
2026-10-05search_coding_agent_sessionschangedinput schema
2026-10-03find_coding_agent_failureschangedinput schema, output schema
2026-10-03get_coding_agent_sessionchangeddescription, input schema, output schema
before
Coders Talk library: read one published session found with search_coding_agent_sessions or find_coding_agent_failures. detail "brief" (default): the goal, the first prompt, the outcome and the numbers. detail "moments": every moment in order, with the prompts that worked, where the agent failed and why the human stepped in.
after · 95% of words in common
Coders Talk library: read one published session found with search_coding_agent_sessions or find_coding_agent_failures. detail "brief" (default): the goal, the first prompt, the outcome, the whole verdict and the numbers. detail "moments": every moment in order, with the prompts that worked, where the agent failed and why the human stepped in.
2026-10-03search_coding_agent_sessionschangedinput schema, output schema

Showing the latest 10. Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 66 / 100

unreachable

provenance85

liveness0

freshness100

hygiene100

+repository +dns-namespace +website -unreachable(6 failures) +updated-23d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remote	auth	reachable	uptime 30d	p50	protocol	last ok
`https://coders.talk/mcp` streamable-http	none	no (6 failures)	86%	576 ms	2026-07-28	2026-10-07

Tools (10)

`attach_session_to_task`	After the user chooses a task to continue, attach the actual current session to it. Use the client and session ID from the local plugin context, never guess IDs. Pass continues: the session_id (from get_task_context) of the session you are continuing, usually the latest one you read; your session then goes on in that session's draft, so one Build shows the work of both agents. This records a private link; it does not upload or publish history.
`find_coding_agent_failures`read-only	Coders Talk library: find moments where coding agents failed on a similar problem and what the human did about it. Use after two or three failed attempts at the same problem. Query: the symptom or error message in a few words, without paths or secrets.
`finish_session_upload`	Coders Talk: step 2 of sending the current coding session, after the Coders Talk skill's upload step put it at the link from start_session_upload. Makes a private draft (or the team's, as the preview said) and returns its link. Nothing is published: the user reviews the draft on coders.talk.
`get_coding_agent_session`read-only	Coders Talk library: read one published session found with search_coding_agent_sessions or find_coding_agent_failures. detail "brief" (default): the goal, the first prompt, the outcome, the whole verdict and the numbers. detail "moments": every moment in order, with the prompts that worked, where the agent failed and why the human stepped in.
`get_session_excerpt`read-only	Read more turns from an accessible private work session. Use session_id returned by get_task_context and cursor to page through the source.
`get_task_context`read-only	Read private task context after selecting a task. Returns source excerpts without a paid summary call. Check the actual checkout before continuing. Fetch more session turns if excerpts are insufficient.
`list_team_tasks`read-only	Your team's pieces of work on Coders Talk, grouped from its members' agent sessions: title, task number, project, when it was last worked on, and its latest sessions (open one with get_coding_agent_session). Use when picking up work a teammate started, or to see what is going on in a project. Only for tokens of a team member.
`search_coding_agent_sessions`read-only	Coders Talk library: find published sessions where developers did a similar task with a coding agent. Use before a non-trivial task on a known stack, or when the user asks how others did something; skip small edits and questions about this repository. Returns up to 5 cards with the outcome, how long it took and how often the human had to step in. Query: the task in a few words, e.g. "migrate queues to horizon". An empty result means nobody has published such a session yet.
`search_my_work`read-only	Find your own or team tasks. For continuing work, get the current repository key from the local plugin at query time and search that project first. Offer every matching task newest first when there are multiple; never silently broaden a repository search. No model generation.
`start_session_upload`	Coders Talk: step 1 of sending the current coding session to the user's Coders Talk drafts, for the Coders Talk skill or plugin only. Call it only after the user asked to send this session and agreed to what the skill's preview showed. Returns a one-time upload link (15 minutes) for the skill's upload step, and an upload_id for finish_session_upload. Never put anything else at the link.

Schemas: list_tools.

Official server.json

{
  "name": "talk.coders/library",
  "icons": [
    {
      "src": "https://coders.talk/android-chrome-512x512.png",
      "sizes": [
        "512x512"
      ],
      "mimeType": "image/png"
    },
    {
      "src": "https://coders.talk/favicon.svg",
      "sizes": [
        "any"
      ],
      "mimeType": "image/svg+xml"
    }
  ],
  "title": "Coders Talk",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://coders.talk/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.0",
  "repository": {
    "url": "https://github.com/coders-talk/coders-talk-plugin",
    "source": "github"
  },
  "websiteUrl": "https://coders.talk/for-agents",
  "description": "Real coding-agent sessions: what worked, where agents failed and what the human did about it."
}