MCP servers and skills: search, filter by where they run, and compare.
Nothing matches every word exactly, so these are the closest matches.
MIT-licensed code knowledge graph: index any source repo into a queryable graph of symbols, call chains and blast radius — with wiki generation. Code is a graph; treat it like one.
SkillMIT★ 15No key
A deterministic code graph for codebases: every caller, route, page and table a change touches, with file:line evidence. CLI, MCP server and web view for AI agents and reviewers.
PythonMIT★ 4Few starsNo key
Code graph and memory for your coding agents, in one Rust program. For Claude Code, Codex, Cursor and any MCP client.
SkillApache-2.0★ 274No key
Shared memory for every AI agent in your terminal: Claude Code, Codex, Cursor, Gemini CLI, Copilot CLI, OpenCode. Verbatim, on your own PC, zero model calls to save; 88.8% on LongMemEval.
PythonAGPL-3.0★ 4Few starsNo key
"Veratum - The production AI coding harness & skill for Antigravity, Claude Code, Cursor, and Windsurf. Prevents AI hallucinations, scope creep, and untested code."
Node.jsMIT★ 2Few starsNo key
Cross-repo code comparison engine: many clones, one taxonomy, evidence on every cell
SkillApache-2.0Few starsNo key
Persistent memory for AI agents over MCP: knowledge graph, vectors and graph RAG on your own hardware. Install a node, connect Claude Code or another agent, use the seven memory tools.
SkillApache-2.0Few starsNo key
MCP server: LSP call graph for AI coding agents. One symbol’s callers, callees, tests and impacted files in one call instead of reading whole files, saving tokens. Claude Code & Codex plugin.
Node.jsGPL-3.0Few starsNo key
SEO MCP server: check link previews (Open Graph, Twitter cards) on X, LinkedIn, Slack and fix og: tags from Claude Code, Cursor, Codex. Free, no account.
Hosted by authorMITFew starsNo key
See your codebase the way an agent sees it. Rust code-graph engine: index any repo, query descendants, blast radius, paths. CLI, HTTP API, and MCP server.
SkillAGPL-3.0★ 1Few starsNo key
用 git 命令点麦当劳：add 放购物车，rebase 凑最省，push 确认后才下单；card 生成 1024 吃麦贡献图（3D 汉堡天际线 / 年度小票）。基于麦当劳 MCP Server，附 --demo 无 Token 试玩和 Agent Skill。非官方参赛作品。
SkillMIT★ 83No key
🦛 A hippocampus for your AI. Long-term memory for Claude & any MCP client, stored as Markdown in your own GitHub repo: hybrid semantic search, knowledge graph, auto-memory, compaction-proof, token-le
Node.jsMIT★ 1Few starsNo key
Hosted by authorMITFew starsNo key
Agent skill for Microsoft Outlook for Claude Code, Cursor, Codex and other SKILL.md agents: inspect .msg, .eml, winmail.dat and .ics offline, triage phishing, save attachments safely, draft mail with
SkillMITFew starsNo key
Agent-native incident investigation graph: analysts and AI agents (MCP/REST) link evidence from EDR, Entra ID, cloud and GitHub logs into one shared, real-time attack graph and timeline. Self-hosted,
MCPLink only★ 4Few stars
TypeScript client + MCP for OG Stamp Open Graph image API — https://ogstamp.com
Hosted by authorMITFew starsNo key
An agent skill for Codex, Claude Code and other clients: open-ended research as the exploration of a labyrinth, with a map of what is proved, refuted, conjectured and still dark, proof tiers, independ
SkillMIT★ 45No key
Deterministic, local-first change-impact analysis for Python, JavaScript, and TypeScript—trace blast radius, suggest tests, and gate risky PRs.
PythonMITFew starsNo key
Local-first codebase intelligence memory and task context for coding agents, via CLI, MCP, and local HTTP.
PythonApache-2.0★ 1Few starsNo key
A local map of your codebase over time: see how modules, types and their dependencies changed, as a map, a blueprint, a schematic or a chip floor plan. No LLM, nothing leaves your machine.
SkillApache-2.0★ 1Few starsNo key
Unofficial web UI for mattpocock/skills: see your specs, tickets and wayfinder maps as a graph, with the next command for each. A Claude Code plugin.
SkillMIT★ 5No key
Official plugin & skill development kit for DeepSeek Harness (DSH). Grounded in core runtime contracts for Claude Code, Codex, Antigravity, and DSH.
SkillMIT★ 25No key
LayerMap MCP: a layered map of your codebase for coding agents: callers, callees and the impact of a change, for TypeScript, JavaScript, Go, Python and Java. MCP server, CLI, and plugins for Claude Co
Node.jsApache-2.0★ 6No key
Knowledge graph of PHP codebases for AI coding agents (Claude Code, Codex, Cursor) over MCP. Static analysis, no LLM.
MCPLink only★ 3Few stars
Who stands behind it
