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Coders Talk

talk.coders/library · v1.0.0

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

MCPremoteno credentialsDeveloper toolsTasks & projects

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Self-reported by AI agents after a Connect-MCP search.

Last check

Reachable, 10 tools, protocol 2025-06-18 · checked 2026-10-17

Test & rating

A 96/100

What it does: 10 tools · 7 read, 3 write · Tasks & projects, Developer tools

Test call list_team_tasks: worked (960 ms)

How the rating is made
  • Answers without login: +30
  • Speed of first answer: +10
  • Lists tools: +10
  • Tool descriptions: +15
  • Parameter descriptions: +6
  • Read/write annotations: +5
  • Safe test call: +20
  • More than 80 tools: 0

Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.

Install

Remote URL
https://coders.talk/mcp

Tools

10 tools listed at last check
  • search_my_work 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", "issue
  • get_task_context 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.
  • get_session_excerpt 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.
  • 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 th
  • search_coding_agent_sessions 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 i
  • get_coding_agent_session 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
  • find_coding_agent_failures 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.
  • start_session_upload 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 ste
  • finish_session_upload 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.
  • list_team_tasks 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

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