MCP servers and skills: search, filter by where they run, and compare.
Read-only MCP server for official Python docs: local index, no API keys, exact symbol lookup, version-aware retrieval.
PythonMIT★ 9No key
a-memory: 4-tier AI agent memory in plain SQLite — 5 MCP primitives, hybrid FTS5+binary search, knowledge graphs, envelope encryption. Local-only.
Node.jsMIT★ 1Few starsNo key
AI-assisted development MCP providing long-term, on-device "AI memory" for IDEs. Powered by Kuzu GraphDB and exposed via MCP server
Node.jsMIT★ 17No key
Your AI forgets everything between sessions. This fixes that — 98%+ retrieval accuracy, 100% on LongMemEval, 99% token savings. 44 MCP tools. Fully local, zero cost.
Node.jsMIT★ 19No key
Durable hybrid memory for AI agents: vector + BM25 + temporal + graph recall, exposed through MCP, HTTP, and Python.
PythonApache-2.0★ 9No key
Local-first, auditable memory for AI agents, with governed retrieval, delegated context delivery, and verifiable execution evidence. Works with OpenClaw, MCP, Pydantic AI, and LangChain/LangGraph. No
PythonApache-2.0★ 12No key
Local-first AI agent memory daemon. One command, works offline, no account. Markdown storage, hybrid search (SQLite FTS5 + embeddings), MCP protocol, web dashboard.
Node.jsMIT★ 12No key
Persistent Knowledge Graph Memory for AI Coding Agents. Adds long-term context (goals, strategies, preferences) to Cursor, Windsurf, & VS Code via MCP.
SkillMIT★ 16No key
Memory database for LLM agents — persistent keyword + optional semantic memory, project namespacing, served over HTTP REST and MCP from a single ASGI process. SQLite-backed, packaged as a Docker conta
PythonAGPL-3.0★ 16No key
Long-term memory MCP server for AI coding agents. SQLite + FTS5 + vector search, CodeGraph, error learning, compaction survival. Beats Mem0 on benchmarks. No cloud, no API key.
Node.jsMIT★ 9No key
A memory graph designed for the agent that uses it, not the human who feeds it. Engrama reconstructs context from associations on demand, replacing the "stuff everything into the prompt" reflex with t
PythonApache-2.0★ 9No key
Self-hosted AI company OS for solo founders: autonomous agents, ERPNext business memory, and owner-visible governance.
SkillMIT★ 17No key
Persistent long-term memory for Agents — an MCP server with an associative memory bank, a canonical-fact cortex, sleep-like dream consolidation, and a web console. Not quite alive.
PythonApache-2.0★ 5No key
Long-term memory infrastructure for .NET AI agents with semantic, temporal, spatial and robotics memory, hybrid retrieval, and pluggable providers.
SkillApache-2.0★ 16No key
Read-only-by-default MCP server for one or many SQL Servers: schema discovery, SELECT-only queries, execution-plan analysis, opt-in writes.
SkillMIT★ 9No key
Long-term memory MCP server for OpenCode and other harnesses — stores preferences, lessons, and usage history in a single local SQLite file (100% local, no external API) so the AI can "remember and ad
Node.jsMIT★ 3Few starsNo key
Geometric agent memory for Agents: 8-tool lean contract, harness injection at wake, session handoff. 79 MCP tools. Not a vector DB. Rust + MCP.
SkillAGPL-3.0★ 19No key
Persistent long-term memory for Claude Code agents — SQLite + FTS5 + sqlite-vec + RRF hybrid recall over MCP, with Chinese tokenization. Local-first, graceful degradation.
SkillMIT★ 7No key
Local-first memory, hybrid RAG, and agent personalization for AI coding agents. MCP + CLI for OpenCode, Claude Code, Codex, Gemini CLI, Antigravity, and Jules.
Node.jsMIT★ 2Few starsNo key
Persistent memory for AI coding agents. MCP server + lifecycle hooks that give Claude Code, Codex and Cursor long-term memory across sessions — one Rust binary, one local SQLite database, no server.
Node.jsMIT★ 2Few starsNo key
Turn any OpenAPI spec or SQL database into a safe MCP server plus agent skills. One command.
Node.jsMIT★ 2Few starsNo key
🧠 Persistent memory for AI agents. SQLite for agent state. Zero cloud dependencies. Local embeddings. MCP-native integration with Claude Desktop/Code, Cursor, Windsurf & more.
Node.jsMIT★ 9No key
ContextLib: a project's long-term memory as plain Markdown files you can read in Finder, on an SSD, with no database required. Append-only decisions, facts and lessons, a tamper-evident ledger, an 8 K
DockerApache-2.0★ 1Few starsNo key
Shared memory for AI coding agents, across tools and machines. Local-first SQLite, optional Zenoh+RocksDB mesh, MCP-native.
PythonMIT★ 4Few starsNo key
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