MCP servers and skills: search, filter by where they run, and compare.
SWE-bench repository patch localizer and regression verifier (Devin SWE style)
SkillLink only★ 8
Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebase.
Node.jsMIT★ 11kNo key
Fast, cheap judgment for AI coding agents: semantic search, focused reads and list picking in ~2s. CLI + MCP server on TypeSafe Jev. Benchmarked on SWE-bench.
PythonMIT★ 7No key
Zero-LLM structural code retrieval for AI coding agents — tree-sitter index, BM25+dense+structural fusion, served over MCP.
PythonMIT★ 7No key
Node.jsMIT★ 2Few starsNo key
Git-native context layer for AI coding agents. Your team's real engineering decisions — patterns, pitfalls, conventions — live as reviewed markdown files in your repo; agents consult them before writi
PythonMIT★ 27No key
MCP server for multi-model AI perspectives - query GPT-4, Claude, Gemini, and Grok in parallel
Node.jsMITFew starsNeeds a key
Make every coding agent faster, cheaper, and more accurate with a persistent local code graph that learns from each session.
GoApache-2.0★ 2Few starsNo key
A fast code graph that gives a coding agent the relevant code instead of making it grep for it. 14 languages, confidence-ranked edges, MCP server and a self-hosted issue agent. → mathaiostop23.github.
SkillMIT★ 4Few starsNo key
Automated benchmark patch verification harness & fail-to-pass matrix (SWE-bench)
SkillLink only★ 8
Pre-edit situational awareness for AI agents. Structural call graph + behavioral co-change graph. MCP server for Claude Code.
PythonMIT★ 3Few starsNo key
GLM-4.7 MCP Server - Cost-efficient AI delegation for Claude Code with 87% savings
PythonMIT★ 2Few starsNo key
AST code fault localization & regression test patch synthesizer (SWE-Bench)
SkillLink only★ 8
MCP server bridging Claude Code / Cursor / any MCP client to Moonshot AI's Kimi Code CLI. 13 tools: ask, batch, brainstorm, review, plan, digest, delegate, bg, sessions, health, +utilities.
Node.jsMIT★ 1Few starsNo key
Xanther Context Engine MCP Server — Give your coding agent deep codebase understanding
SkillMIT★ 2Few starsNo key
An MCP server implementing Anthropic's think tool
SkillMITFew starsNo key
High-performance AI-native shell, process executor, snapshot engine, and MCP server in Rust.
MCPLink onlyFew stars
Multi-agent reasoning MCP server for Claude Code. Spawns parallel research agents to find knowledge LLMs don't have. +23.1% on Terminal Bench 2.0 SWE tasks.
SkillMIT★ 1Few starsNo key
Evidence-first code intelligence for AI coding agents: verified claims with evidence, honest unknowns, a name check for Python and Java (invented APIs, Mixin targets), PDF/Office documents and screens
PythonApache-2.0★ 3Few starsNo key
Observation and evaluation framework for multi-agent AI systems. Run experiments across coordination topologies, measure behavior and performance.
PythonMIT★ 3Few starsNo key
Who stands behind it
