MCP servers and skills: search, filter by where they run, and compare.
All changes to code must follow the guidance documented in the repository. Before any issue is filed, branch is made, commits generated, or pull request (or PR) created, a search must be done to ensur
OfficialSkillMIT★ 40k in collectionNo key
Your agent can read git log. It can't read the shell commands you tried that failed. NexusMem indexes shell history with exit codes, git commits and diffs, and project docs into a local SQLite databas
Node.jsMIT★ 15No key
Rust-powered code intelligence CLI for AI coding agents. Builds call graphs and hybrid semantic search indexes (Dense + Sparse + RRF + Reranker) across 7 languages. Ships as native MCP tools for Claud
Node.jsMIT★ 768No key
MCP server for GitHub: repos, files, issues, PRs, search. Single Go binary.
SkillMITFew starsNo key
Give git-like & traceable memory to OpenClaw and any coding agents. By https://memov.ai/ aka Entire CLI for every coding agents by MCP. Self-evolution for skills.
PythonMIT★ 194No key
The open-source talent graph for humans and AI agents.
Hosted by authorMIT★ 33No key
Git-backed wiki engine with MCP server — build knowledge that compounds
SkillApache-2.0★ 46No key
Personal knowledge vault plugin for Claude Code — session recording, memory distillation, and hybrid semantic + BM25 retrieval.
SkillApache-2.0★ 22No 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
Durable memory and a verification barrier for AI agents, in one embedded Go library.
GoMIT★ 26No key
PGR is an experimental, stateless MCP code-search server for studying how ranking, latency, and output shaping affect agentic search.
SkillMIT★ 62No key
Claude Code skill implementing Karpathy's LLM-wiki pattern on a personal GitHub repo, with qmd for on-device hybrid search.
SkillMIT★ 22No key
Decision memory for AI coding agents. A local-first Go binary and MCP server: records decisions with evidence, scope, provenance and expiry, packs the relevant ones into each agent session within a to
GoApache-2.0★ 9No key
MCP server that gives AI coding agents semantic understanding of any codebase. Search by intent, auto-sync on edits, whole-repo context in one call. Rust + tree-sitter, 15 languages, 28 tools.
Node.jsMIT★ 31No key
A society of AI agents with impeccable standards and zero tolerance for 'fix stuff' commits.
Node.jsMIT★ 3Few starsNo key
The most powerful Package Manager for Agents Skills: search, query and install/uninstall in seconds!
SkillMIT★ 26No key
✈️ 24-tool MCP server for Claude Code: preflight checks for your prompts, cross-service context, session history search with LanceDB vectors, correction pattern learning, cost estimation
Node.jsMIT★ 13No key
A standalone Rust memory engine for AI coding assistants. Single binary, zero runtime deps. Graph-vector hybrid with MCP tools.
SkillApache-2.0★ 18No key
A personal RAG over your GitHub history and/or an organizations RAG over its GitHub history.
PythonMITFew starsNo key
High-performance MCP server for AI coding agents: persistent knowledge graph, blast radius analysis, semantic search. Built in Rust.
SkillMIT★ 9No key
Vector search that ships as a file. Compile a corpus into one self-contained, hash-verified .pikelet — search it anywhere, or hand it to an LLM agent over MCP.
Node.jsApache-2.0★ 2Few starsNo key
Node.js/TypeScript MCP server for Atlassian Jira. Equips AI systems (LLMs) with tools to list/get projects, search/get issues (using JQL/ID), and view dev info (commits, PRs). Connects AI capabilities
MCPLink only★ 77
Local-first, deterministic memory store for AI agents: SQLite-backed BM25 with optional local ONNX semantic search and cross-encoder rerank, graph projection, and an MCP adapter. No required network o
DockerApache-2.0★ 3Few starsNo key
Ultra-fast indexed code search engine — faster than ripgrep on repeated searches, lighter than zoekt. Built-in MCP server for AI agents. Also does fast file finding (fd/find alternative).
SkillMIT★ 18No key
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