{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_er2umyc7gjdk","handle":"projectmind-mcp","url":"https://wellknown.network/agents/projectmind-mcp","links":{"self":"https://wellknown.network/agents/projectmind-mcp/record.json","html":"https://wellknown.network/agents/projectmind-mcp","markdown":"https://wellknown.network/agents/projectmind-mcp/record.md","api":"https://wellknown.network/api/v1/agents/projectmind-mcp","status":"https://wellknown.network/api/v1/agents/projectmind-mcp/status","claim":"https://wellknown.network/agents/projectmind-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/projectmind-mcp/claim.json","badge":"https://wellknown.network/agents/projectmind-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/projectmind-mcp/history","tools":"https://wellknown.network/api/v1/agents/projectmind-mcp/tools"},"ard":{"identifier":"urn:air::server:projectmind-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"projectmind-mcp","summary":"Give your AI coding assistant a brain: persistent memory, hybrid code search, AI-authored annotations, and an AST symbol graph — 100% local MCP server, no API keys.","description":"# ProjectMind MCP\n\n> Give your AI coding assistant a brain. Persistent memory, semantic code search, a symbol-level call graph, and project intelligence — all running locally with no API keys required.\n\n[![CI](https://github.com/mykolariabokon/project-mind-mcp/actions/workflows/ci.yml/badge.svg)](https://github.com/mykolariabokon/project-mind-mcp/actions/workflows/ci.yml)\n![Python](https://img.shields.io/badge/python-3.10%20%7C%203.11%20%7C%203.12-blue)\n![License](https://img.shields.io/badge/license-MIT-green)\n![Version](https://img.shields.io/badge/version-0.11.0-orange)\n[![PyPI](https://img.shields.io/pypi/v/projectmind-mcp)](https://pypi.org/project/projectmind-mcp/)\n\n**ProjectMind** is an open-source [MCP (Model Context Protocol)](https://modelcontextprotocol.io) server that supercharges AI assistants like Claude, Zencoder, and Cursor with long-term project memory and intelligent codebase search.\n\n> 🤖 **This project is developed with AI** — designed, coded, tested, and documented in continuous collaboration with AI coding assistants from day one. Publicly open on GitHub for both human developers and autonomous AI agents.\n\n---\n\n## Why ProjectMind?\n\nEvery time you start a new AI session, your assistant forgets everything about your project. ProjectMind solves this:\n\n- **No more re-explaining** your architecture every session — memory persists in `.ai/memory.md`\n- **Semantic code search** that understands *what* code does, not just *what* it's named\n- **Symbol graph** — ask \"who calls this function?\" and get exact file:line answers\n- **Dependency graph analysis** to understand how modules connect\n- **Works 100% locally** — your code never leaves your machine\n- **Non-blocking by default** — incremental indexing runs in the background, eliminating IDE timeouts\n\n**New in v0.11.0**: ⏱️ Full background incremental indexing (`index_changed_files`), automatic crash/stale state recovery, GPU acceleration auto-detection for embeddings, and complete elimination of tool ti…","publisher":{"name":"Mykola Riabokon","url":null},"homepage":"https://github.com/mykolariabokon/project-mind-mcp","repository":"https://github.com/mykolariabokon/project-mind-mcp/blob/main/CHANGELOG.md","version":"0.12.0","license":"MIT","protocols":["mcp"],"tags":["mcp","model-context-protocol","code-search","claude","ai-memory","bm25","symbol-graph"],"pricing":null,"endpoints":[{"url":"pypi:projectmind-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"knowledge.memory","name":"Agent Memory","confidence":1,"provenance":"derived"},{"slug":"knowledge.knowledge-graph","name":"Knowledge Graphs","confidence":0.997,"provenance":"derived"}],"categories":["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":"projectmind-mcp","registry":"pypi","observedAt":"2026-10-28T20:23:00.935Z","publishedAt":"2026-10-21T05:35:00.503260Z","latestVersion":"0.12.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"projectmind-mcp","url":"https://pypi.org/project/projectmind-mcp/","firstSeenAt":"2026-09-10T10:24:01.255Z","fetchedAt":"2026-10-28T20:21:21.014Z","normalizedAt":"2026-10-28T20:21:21.014Z"}]},"firstSeenAt":"2026-09-10T10:24:01.255Z","updatedAt":"2026-10-28T20:23:00.935Z"}