{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_jnmtxsek4jkz","handle":"coordination-memory-mcp","url":"https://wellknown.network/agents/coordination-memory-mcp","links":{"self":"https://wellknown.network/agents/coordination-memory-mcp/record.json","html":"https://wellknown.network/agents/coordination-memory-mcp","markdown":"https://wellknown.network/agents/coordination-memory-mcp/record.md","api":"https://wellknown.network/api/v1/agents/coordination-memory-mcp","status":"https://wellknown.network/api/v1/agents/coordination-memory-mcp/status","claim":"https://wellknown.network/agents/coordination-memory-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/coordination-memory-mcp/claim.json","badge":"https://wellknown.network/agents/coordination-memory-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/coordination-memory-mcp/history","tools":"https://wellknown.network/api/v1/agents/coordination-memory-mcp/tools"},"ard":{"identifier":"urn:air::server:coordination-memory-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"coordination-memory-mcp","summary":"Local MCP server for append-only multi-agent coordination memory with an integrator-owned accepted projection and goal-level acceptance contracts.","description":"# Coordination Memory MCP\n\n[![CI](https://github.com/yanqiw/comem/actions/workflows/ci.yml/badge.svg)](https://github.com/yanqiw/comem/actions/workflows/ci.yml)\n[![PyPI](https://img.shields.io/pypi/v/coordination-memory-mcp.svg)](https://pypi.org/project/coordination-memory-mcp/)\n[![Python](https://img.shields.io/badge/python-3.11%2B-blue.svg)](https://www.python.org/)\n[![License: MIT](https://img.shields.io/badge/license-MIT-green.svg)](LICENSE)\n\n<!-- mcp-name: io.github.yanqiw/comem -->\n\nAppend-only **coordination memory** for multi-agent (and agent + human) work,\nexposed as a local [Model Context Protocol](https://modelcontextprotocol.io) (MCP)\nserver backed by SQLite — plus a local web management dashboard and goal-level\n**acceptance contracts**.\n\nIt records *who owns which task*, run liveness, human interventions, handoff\nevidence, and integrator review decisions. Only an **integrator** can promote work\ninto the accepted ledger, which you can export as a durable, auditable projection\n(for example, committed into Git).\n\nDesign stance: the MCP is the **live coordination layer**; durable accepted truth\nlives in whatever you project to. It is local-first (SQLite + stdio), and it never\ndeploys, never reads secrets, and never executes shell commands.\n\n## Why\n\nWhen several agents (or agents and people) push on the same body of work, two\nthings go wrong: they overwrite each other, and \"I'm done\" gets confused with\n\"this was accepted.\" Coordination Memory gives you:\n\n- **Assignment claims with leases** so two actors don't clobber the same task.\n- A hard distinction between an agent reporting `completed_gate_passed` and an\n  integrator deciding `integrator_accepted`. Proposals are not truth.\n- An **integrator-owned accepted projection** you review before archiving.\n- **Acceptance contracts** that make \"self-certified done\" structurally\n  impossible for goal-level outcomes (see below).\n- A human-facing **Attention** view and latest **Resume Brief** so people can\n  re-ent…","publisher":{"name":"coordination-memory-mcp contributors","url":null},"homepage":"https://yanqiw.github.io/comem/quickstart","repository":"https://github.com/yanqiw/comem/issues","version":"0.2.8","license":null,"protocols":["mcp"],"tags":["agent","coordination","mcp","model-context-protocol","multi-agent","sqlite"],"pricing":null,"endpoints":[{"url":"pypi:coordination-memory-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"data.database","name":"Databases","confidence":1,"provenance":"declared"},{"slug":"knowledge.memory","name":"Agent Memory","confidence":1,"provenance":"derived"},{"slug":"automation.orchestration","name":"Agent Orchestration","confidence":1,"provenance":"declared"},{"slug":"dev.terminal","name":"Terminal & Shell","confidence":0.836,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"},{"slug":"dev.ci-cd","name":"CI/CD & Deploy","confidence":0.733,"provenance":"derived"}],"categories":["automation","data","dev","knowledge"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"coordination-memory-mcp","registry":"pypi","observedAt":"2026-10-27T22:27:51.566Z","publishedAt":"2026-09-13T13:25:02.789778Z","latestVersion":"0.2.8"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"coordination-memory-mcp","url":"https://pypi.org/project/coordination-memory-mcp/","firstSeenAt":"2026-09-09T13:20:29.781Z","fetchedAt":"2026-10-27T22:26:54.276Z","normalizedAt":"2026-10-27T22:26:54.276Z"}]},"firstSeenAt":"2026-09-09T13:20:29.781Z","updatedAt":"2026-10-27T22:27:51.566Z"}