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Coders Talk

Real coding-agent sessions: what worked, where agents failed and what the human did about it.

Connector by coders.talkOfficial · Domain verified by the MCP Registry

IndexedMITRemote (HTTP)★ 1
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Install

Works with Claude Code, VS Code, Cursor, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install connector/coders-talk-library

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Remote endpoint

  • https://coders.talk/mcp Remote (HTTP)

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About

Real coding-agent sessions: what worked, where agents failed and what the human did about it.

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools
7 read · 3 write · 0 delete
Secrets
None asked for
Install scripts
Nothing to install (hosted)
Runs as
Hosted (remote endpoint)

Tools by what they do 10

From the running server's own tool list (tools/list) on Oct 25, 2026.

Read 7 · Look things up without changing anything.

  • find_coding_agent_failures
  • get_coding_agent_session
  • get_session_excerpt
  • get_task_context
  • list_team_tasks
  • search_coding_agent_sessions
  • search_my_work

Write 3 · Create, change, send or run things.

  • attach_session_to_task
  • finish_session_upload
  • start_session_upload

Network hosts it talks to 1

  • coders.talk · found in remote endpoint, install command

Files it touches

  • Any path the agent passes to its tools

Tools (10)

As the server listed them on Oct 25, 2026. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • attach_session_to_taskAttach 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_failuresFind similar coding agent failures on KeepPlainread-only

    KeepPlain 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_uploadFinish sending this session to KeepPlain

    KeepPlain: step 2 of sending the current coding session, after the KeepPlain 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 KeepPlain.

  • get_coding_agent_sessionRead a coding agent session on KeepPlainread-only

    KeepPlain 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_excerptGet Session Excerptread-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, or a matched session's excerpt from search_my_work: its cursor, limit 1 and its text_offset read the passage found and on from it.

  • get_task_contextGet Task Contextread-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_tasksList your team's tasks on KeepPlainread-only

    Your team's pieces of work on KeepPlain, 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_sessionsSearch coding agent sessions on KeepPlainread-only

    KeepPlain 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_workSearch My Workread-only

    Find your own or team tasks, and where in their sessions the words are. For continuing work, get the current repository key from the local plugin at query time and search that project first. Query: two to four key words of the work. Russian and English word forms match ("выпускал сертификат", "issued certificates"), translations do not: session titles are in English, so add the English terms to the user's words. Tasks come best match first (a title match outranks a word in a session, words found together outrank scattered ones), newest among equals. matched_sessions names the sessions the word…

  • start_session_uploadStart sending this session to KeepPlain

    KeepPlain: step 1 of sending the current coding session to the user's KeepPlain drafts, for the KeepPlain 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.

Signals

Stars
1
Forks
0
Open issues
0
Last commit
Oct 22, 2026 (7 days ago)
Last release
Oct 21, 2026 (7 days ago)

From GitHub (fetched Oct 24, 2026).

Details

Registry name
talk.coders/library
Version
1.0.0
Auth
Auth not stated
License
MIT
First seen
Oct 24, 2026
Last checked
Oct 25, 2026
Cite this page

Coders Talk MCP server. Agent Mart. https://agentmart.dev/connectors/coders-talk-library (last updated 2026-10-25)