Helweg/
open-codebase-index
Helweg/open-codebase-indexConnectors
Semantic codebase indexing and search for OpenCode, Claude, Codex, Pi, Jcode, and MCP hosts. Powered by Rust and tree-sitter.
190
bahdotsh/
indxr
bahdotsh/indxrTools
A fast codebase indexer and knowledge wiki for AI agents.
72
elara-labs/code-context-engineConnectors
Save 94% on AI coding tokens. Index your codebase, agents search instead of reading files. Works with Claude Code, Codex, Copilot, Cursor, Gemini CLI. Local MCP server, free, open source.
413
Lyellr88/marm-memoryConnectors
Local-first 3-in-1 AI memory layer & MCP server for Claude Code, Codex, Grok, Gemini, VS Code and Cursor. Fuses session history, codebase indexing & concept graphs in SQLite. Enables zero-cloud, privacy-first context & instant recall, supports multi-agent swarms.
350
jgravelle/
jdatamunch-mcp
jgravelle/jdatamunch-mcpConnectors
Token-efficient MCP server for tabular data retrieval. Index CSV/Excel files, query rows, aggregate — 99%+ token savings vs raw file reads.
81
DeusData/codebase-memory-mcpConnectors
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
43k
kapillamba4/
code-memory
kapillamba4/code-memoryConnectors
MCP server with local vector search for your codebase. Smart indexing, semantic search, Git history — all offline.
49
jgravelle/
jdocmunch-mcp
jgravelle/jdocmunch-mcpConnectors
The leading, most token-efficient MCP server for documentation exploration and retrieval via structured section indexing
203
BetaBots-LLC/
callimachus
One local, searchable index of your AI coding-agent history Claude Code, Codex, Cursor, Gemini & more. Keyword + semantic search, MCP server, CLI & VS Code extension.
39
nikolai-vysotskyi/
trace-mcp
nikolai-vysotskyi/trace-mcpConnectors
Framework-aware code intelligence MCP server for Claude Code and Codex — 70.5% fewer input tokens to review a pull request, median over 60 merged PRs in repos we don't own, comprehension at parity. 81 languages, 87 frameworks. Your code and index never leave the machine; an anonymous usage ping is on by default and opt-out.
176
huggingface/
funes
huggingface/funesTools
Durable, searchable memory of your past agent sessions.
361
sudomichael/
agentgraphed
Local-first analytics dashboard for AI coding sessions. See what you built with Claude Code & Codex CLI.
49
MinishLab/sembleConnectors
Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read
6k
nozomio-labs/niaConnectors
Nia is a context-augmentation layer for agents, primarily designed for coding agents. It provides them with an up-to-date knowledge base and improves their performance by 27%.
74
bartolli/codannaConnectors
Local code intelligence MCP server and CLI for AI coding agents
740
A super light-weight embedded code search engine CLI (AST based) that just works - improves speed and efficiency for coding agent 🌟 Star if you like it!
2.7k
lyonzin/
knowledge-rag
lyonzin/knowledge-ragConnectors
Local RAG MCP server for Claude Code — hybrid search (semantic + BM25), cross-encoder reranking, 13 MCP tools, 20 format parsers. Zero external servers, zero API keys.
278