MCP servers and skills: search, filter by where they run, and compare.
Nothing matches every word exactly, so these are the closest matches.
GraphRAG code search over MCP. Parses code with tree-sitter, weaves a Neo4j code graph, and serves hybrid semantic search to AI agents at lower cost than grep.
PythonMITFew starsNo key
本地优先的文档数据管理工具：把大规模语料整理成带稳定地址的条件树，精确定位片段且可回溯出处；关键词 + bge-m3 语义检索，经 MCP 开放给外部 AI agent。
SkillApache-2.0★ 6No key
Reduce Claude Code token usage 54–67%. MCP server for web engineers — AI agents find symbols, trace callers, and map hierarchies by name instead of reading files. Built for TypeScript. Works with Clau
SkillMITFew starsNo key
Local MCP + CLI for coding agents: SQLite symbol index, keyword search, stable symbol IDs, caller tracing, directory maps, syntax check. Private, offline, one Go binary.
GoMIT★ 1Few starsNo key
B+ Tree indexing engine with leaf key pagination, range queries, exact point lookups, and split rebalancing.
SkillLink only★ 7
B+ Tree indexing engine with leaf key pagination, range queries, exact point lookups, and split rebalancing.
SkillLink only★ 7
🗄️ Every Unity asset reference in one queryable database. Rust + SQLite + tree-sitter. CLI + Web UI + MCP server.
SkillMIT★ 31No key
Semantic code search MCP server: Tree-sitter AST chunking + voyage-code-3 embeddings + hybrid retrieval (sqlite-vec + FTS5 + RRF) + Voyage rerank-2.5 + call graph expansion
PythonMIT★ 2Few starsNo key
A code graph an LLM can actually use. Tree-sitter across 6 languages, typed ontology with inferred architectural roles, impact analysis, 9 interactive views, MCP server. No embeddings, no vector DB.
SkillMIT★ 2Few starsNo key
Self-hosted MCP server giving AI coding agents a shared, persistent memory over your code and docs (Qdrant, Ollama, tree-sitter).
SkillMITFew starsNo key
Read-only MCP server exposing MyHeritage Family Tree Builder (.ftb) and GEDCOM genealogy trees, with reverse-engineered format notes
PythonApache-2.0★ 2Few starsNo key
🗺️ Token-efficient code knowledge graph & MCP server for AI agents. 96% token reduction with zero-infra SQLite + tree-sitter.
PythonMIT★ 1Few starsNo key
CallWarden — Deep code intelligence for AI agents. Tree-sitter + SQLite + MCP: 120 tools, 16 languages, symbol version history, blast-radius analysis, and Guardian guardrails with Before-Edit Contract
Node.jsMIT★ 4Few starsNo key
Keeps docs in sync with code: extracts structural claims (exports, signatures, dependencies) from source via tree-sitter into per-repo SQLite, serves them to AI agents over MCP, and detects documentat
GoApache-2.0★ 1Few starsNo key
Local code search engine for AI agents: incremental indexer, hybrid retrieval (BM25 + dense embeddings in Qdrant, RSF, per-language reranker) and an MCP server. Tree-sitter chunking, git branch/tag ov
SkillApache-2.0★ 2Few starsNo key
Code map & call-graph MCP server for AI agents. Tree-sitter + SQLite index of PHP/Go/TS code with type-inference enrichment — semantic search, callers, implementations in milliseconds.
GoMIT★ 2Few starsNo key
Code intelligence via tree-sitter — symbols, calls, deps, blast radius, hotspots, dead code, co-change analysis. SQLite, MCP server
SkillAGPL-3.0Few starsNo key
LLM(Local/Cloud) + AST(Roslyn/Spoon) + Qdrant + AuraDB
Node.jsMIT★ 1Few starsNo key
MCP server that turns your codebase into a queryable code knowledge graph (Neo4j + Tree-sitter): fewer tokens, exact call graphs for AI coding agents
Node.jsApache-2.0Few starsNo key
Your whole codebase as one SQL database for Claude Code, in any language: like grep, with joins. A Claude Code plugin and MCP server that maps every file with tree-sitter into a local DuckDB map. Read
SkillApache-2.0Few starsNo key
Agent-native code intelligence: turn any repo into a queryable code graph over MCP. tree-sitter + SQLite, no embeddings, no API keys.
PythonMITFew starsNo key
Rust-native code intelligence — tree-sitter + SQLite, single binary
MCPLink only★ 3Few stars
search a codebase by what the code does, not the words in it. tree-sitter chunking, hybrid vector + bm25 retrieval, one sqlite file, offline.
PythonMITFew starsNo key
Gramps AI Desktop Plugin: 58 local tools for Gramps windows, native editors and database workflows; Codex, Claude Code, Kimi, Hermes, OpenCode and Grok via OpenCode.
SkillGPL-2.0★ 2Few starsNo key
Who stands behind it
