MCP servers and skills: search, filter by where they run, and compare.
Nothing matches every word exactly, so these are the closest matches.
The memory database for AI agents - graph memory, hybrid search, tamper-evident thought/edge journal.
PythonMIT★ 11No key
Hybrid RAG (DuckDB vector + BM25 + RRF + recency/keyword priors + optional cross-encoder rerank) as an installable library + CLI.
PythonAGPL-3.0★ 9No key
Turn Spark/Hive SQL into structured, traceable facts for Agents, RAG, and AI knowledge bases.
SkillApache-2.0★ 5No key
The control plane for the redevops.io Agentic Business OS — Mission Runtime kernel (Python + Go), Projects cockpit, cost-aware LLM router, permissions plane, and reference apps. Self-hosted, open-core
PythonAGPL-3.0★ 2Few starsNo key
Modular Python 3.11+ coding and agent platform — 130 modules spanning LLM agents (13+ providers), graph RAG, static analysis, git ops, cloud and container deployment, all exposed as 612 Model Context
SkillMIT★ 11No key
Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, e
PythonApache-2.0★ 135kNo key
Safe local bookmark mirroring for Chrome, Edge, Safari, Brave, Vivaldi, and Opera on macOS
SkillMIT★ 3Few starsNo key
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
PythonApache-2.0★ 2.0kNo key
Self-hosted MCP Japanese text indexing & search—chunking+embeddings with BM25×vector rerank
PythonMIT★ 3Few starsNo key
Shared memory MCP server — persistent, searchable, cross-client Claude, Opencode
PythonMIT★ 116No key
A code repository indexing tool to supercharge your LLM experience.
PythonMIT★ 874No key
Browser automation + bookmark management over FastMCP 3.2. Playwright-powered: Chrome, Firefox, Edge, Brave, CDP, CLI. React dashboard.
PythonMIT★ 3Few starsNo key
MCP server for searching browser bookmarks and history across Chrome, Firefox, Edge & Brave — works with Claude Desktop
PythonMIT★ 2Few starsNo key
Browser automation + bookmark management over FastMCP 3.2. Playwright-powered: Chrome, Firefox, Edge, Brave, CDP, CLI. React dashboard.
PythonMIT★ 1Few starsNo key
Decision-aware knowledge graph on LightRAG: extends (head, relation, tail) triples into contextual quadruples (h, r, t, rc) that capture decision lineage — who approved what, why, via which channel, u
PythonMIT★ 2Few starsNo key
Free, open-source desktop SEO crawler and technical site audit engine for macOS, Windows, and Linux. 250+ technical SEO, GEO, and AI-search checks with no page cap.
PythonMIT★ 19No key
ChronicleMCP is a secure, local-first [Model Context Protocol (MCP)](https://modelcontextprotocol.io) server that allows AI agents (like Claude Desktop, Cursor, and IDEs) to search your local browser
PythonMIT★ 2Few starsNo key
A second brain in 3D: local-first hybrid graph-RAG. Flat vector search → graph traversal. Embedded DuckDB + LadybugDB, Ollama, NetworkX. Makes small local models punch above their weight via context e
PythonMIT★ 7No key
Ternary computing research + OBSERVE: a local, private semantic code-search tool (desktop GUI / CLI / MCP server) with a one-line install. Nothing leaves your machine.
PythonMIT★ 2Few starsNo key
Local MCP memory server for LLMs. Bi-temporal graph + vector + Cypher queries + auto-write/auto-recall hooks for Claude Code. Works with Ollama, LM Studio, Anthropic, OpenAI.
PythonMIT★ 1Few starsNo key
Substrate-based context compaction for Claude Code. Inspectable signal weights, local-only, MCP-ready. Alternative to /compact + hook-based capture (claude-mem, etc.).
PythonMIT★ 5No key
Browser bookmarks automation via FastMCP — search, organize, RAG-friendly export. For Cursor / Claude Desktop.
PythonMIT★ 4Few starsNo key
The Agent is an enterprise-grade Google Ads management agent running on Claude Opus
SkillMIT★ 31No key
Who stands behind it
