MCP servers and skills: search, filter by where they run, and compare.
Conversion from Excel to structured JSON (tables, shapes, charts) for LLM/RAG pipelines, and autonomous Excel reading/writing by AI agents via CLI and MCP integration.
PythonBSD-3-Clause★ 203No key
Your entire engineering context, deeply understood
PythonMIT★ 1.5kNo key
Open-source MCP server that gives AI agents web search (SearXNG) and clean Markdown crawling of pages, whole sites and logged-in areas. Self-hosted, no API key. Firecrawl-compatible API planned.
PythonMIT★ 167No key
Give your AI agents persistent, collective memory — with deduplicating absorb, supersession lineage, semantic search, and a graph UI. Speaks MCP.
PythonMIT★ 742No key
Secure MCP server for GitLab projects, merge requests, issues, pipelines, and search
PythonAGPL-3.0★ 2Few starsNo key
Can AI engines cite your site, and do they? Free 0–100 readiness score on an open GEO rubric, plus ask and weekly citation tracking via OpenAI, Perplexity, Gemini, Anthropic and OpenRouter with your o
SkillMIT★ 324No key
Local RAG layer and optimizer for your Markdown knowledge base. CLI + MCP server: grounded answers for any AI client, stale-note detection, session harvesting into memories. Local-first.
PythonApache-2.0★ 47No key
Local codebase indexing and search tool. Supports hybrid search, flow tracing and impact analysis.
PythonMIT★ 27No key
🔎 Username, email & phone OSINT — 9,700+ lookup checks from 19 projects, with profile enrichment, bulk searches, evidence graphs and expert-reviewed updates.
PythonGPL-3.0★ 138No key
Find out what your coding agents already know. Docmancer indexes the memory, rules, and instructions Claude Code, Codex, Cursor, and Gemini wrote on your machine, then carries the durable parts to eve
PythonMIT★ 130No key
96 MCP tools for Google Search Console, Bing, GA4 and CrUX: SEO audits, traffic diagnostics, local crawl evidence, guarded submissions, Claude/Codex playbooks and opt-in bounded native workflows.
PythonMIT★ 19No key
Shared code intelligence for agent fleets — AST-aware semantic search + multi-agent memory with git-concurrent coordination
PythonAGPL-3.0★ 4Few starsNo key
Git-native structural memory for AI coding agents. Index once — stays fresh on every pull, merge, and branch switch. MCP server for Claude Code, Cursor & any agent.
PythonApache-2.0★ 4Few starsNo key
Python Wrapper Class for Europe PMC API to search and retrieve scientfic literature
PythonMIT★ 8No key
A powerful RAG (Retrieval-Augmented Generation) system built with LangChain, designed as an MCP server for Cursor, VS Code, and other AI assistants
PythonMIT★ 2Few starsNeeds a key
Autonomous LLM build orchestrator: plans a goal into tasks, edits code with anchored SEARCH/REPLACE, and verifies every change through build/test/lint/typecheck gates before reporting done. Runs as a
PythonAGPL-3.0★ 4Few starsNo key
MCP server for intelligent, use-adaptive Obsidian vault search. Hebbian learning + PageRank + BM25 via Reciprocal Rank Fusion.
PythonMITFew starsNo key
Ecosystem MCP gateway — web fetch/search + Metis verify behind one SSRF-hardened MCP endpoint (Streamable-HTTP). Consumed by Metis and ARGUS via the aimarket-web preset.
PythonMIT★ 1Few starsNo key
Ask your AI to find a flat to rent in Romania — MCP server + CLI. Live search across storia, publi24, lajumate for all 3,181 localities; heating, parking & walking distance read from the ads.
PythonMITFew starsNo key
Local, provenance-aware tool for collecting and verifying open-access scientific literature.
PythonMITFew starsNeeds a key
Bioinspired Agent Memory Engine — 7-layer brain-modeled memory lifecycle for AI agents. Just pass your LLM: CortiLoop(llm=agent.llm). Built-in embedding (bge-m3) + reranking (cross-encoder). Works wit
PythonMIT★ 4Few starsNo key
Search the web, read websites, and run MCP tools in parallel. Simple setup for Claude Code, Codex, Cursor, VS Code, and OpenCode.
PythonMITFew starsNo key
Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, e
PythonApache-2.0★ 127kNo key
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