MCP servers

Amazon Creators

houtini-ai

Amazon product search returning paste-ready affiliate deal rows for your blog

Let AI agents watch videos: local transcripts, speakers, scenes, chapters and moment search

11 tools: crypto signals, sentiment, macro regime, arena, search, exec. x402 pay-per-call.

Geospatial toolkit for AI: spatial queries, coord conversion, H3, OSM search, map verification links

Search Geneteka, the Poznań Project and BaSIA for Polish vital records; fetch archive scans.

Connect Claude Code to Vim/Neovim - query state, execute commands, search help, record macros

Search 25K+ verified engineering fixes by error or technology. For developers and AI agents.

Gold-first AI-agent traceback diagnosis, exact fixes, verification, and reusable prescriptions.

MCP server for Jitbit Helpdesk: search, list, read, and reply to support tickets from AI assistants.

Offline MCP server for local Qt 4.8, Qt 5, and Qt 6 documentation with full-text search.

Search Luogu problems, fetch statements, explore problem sets and get practice recommendations.

TestAtlas

Karzone

Semantic map of a .NET test-automation solution for AI agents — search, impact, endpoints

Self-hosted, Tavily-compatible web search, extract, crawl and map tools for AI agents.

Assembly-accelerated DuckDB MCP server for code search, indexing, and symbol lookup.

Chronicle MCP

Leviathan0x0

Local, private AI chat history search & memory: BM25 over your Cursor, Claude and ChatGPT chats.

EU law for AI: EUR-Lex legislation and case law, citation graph, semantic search with asOf.

Docs + source RAG for Pipe language: semantic search, cited answers, code symbol lookup.

Financial news for AI agents: search, trending, insider, earnings reads, macro, scored 1-10.

Search Tenkai Daily AI news for open-source releases, papers, and tools. Updated daily.

Multi-client read and controlled write (off by default): GA4, GSC, Merchant, GTM, ad platforms.

Search Console for agents: index status, unindexed-URL discovery, Request Indexing, sitemaps.

kebiao 课标

NBrangerF

Search and cite China's compulsory-education curriculum standards (2022, rev. 2025), 14 subjects.

Serve a secret to an agent exactly N times from locked RAM, then wipe it and self-destruct.

Search, read and edit Wiki.js pages, and manage its assets, users, groups and comments

Turn a research paper into working code and prove, claim by claim, how close it gets.

Task spine + searched dead ends + approvals for AI coding agents. One brain, every device.

Drive FL Studio from an AI agent with one Python tool: write notes, mix, render and listen.

Search and browse 2,900+ official GitLab documentation pages via MCP

Google Search Console MCP server — query performance, sitemaps, indexing & more

Search Korean job postings from JobKorea and Saramin by company name

Search 35M+ PubMed, 400K+ ClinicalTrials.gov & ISRCTN trials. Prompts included. No API key.

Web search API benchmark for AI agents: You.com, Tavily, Exa, Parallel. Results and charts.

Qingkuai MCP Server

qingkuai-js

MCP server for Qingkuai (.qk) — docs search, syntax check, compilation, and formatting tools.

Decode supplied image bytes locally; preserve exact QR/barcode payloads and scannability reports.

SEO + GEO: Search Console, Bing, Yandex, IndexNow, AI Overviews and LLM citation tracking.

Verify what a web page really returns over HTTP and in a browser. Deterministic, local, no LLM.

Progressive Skill Disclosure, Semantic Tool Search & Context Optimizer for AI Agents

Adaptive memory for AI agents — FAISS search, chat extraction, cross-project linking

MaxGraph

RuMemory

Self-hosted persistent memory for AI agents: knowledge graph and hybrid search.