Self-hosted MCP server that indexes documentation from various sources and serves it to AI Agents with semantic search.
Apple Notes MCP with semantic search, hybrid vector+keyword search, full CRUD operations, and incremental indexing. Uses JXA for native macOS integration.
Access comprehensive market data to research stocks, companies, indexes, ETFs, crypto, forex, and macroeconomics. Retrieve real-time quotes, financial statements, ratios, technical indicators, news, S
Query SubQuery’s indexed blockchain data to get precise answers and insights fast. Accelerate analytics, monitoring, and research with powerful, flexible queries. Integrate results into your workflo
Local FAISS vector database for RAG with document ingestion (PDF/TXT/MD/DOCX), semantic search, re-ranking, and CLI tools for indexing and querying
Connect to Firebird databases to query data, explore schemas, and understand table relationships. Generate, execute, and explain SQL while analyzing performance, execution plans, and missing indexes.
Deep code indexing MCP server with SQLite FTS5, tree-sitter, and embeddings. 29 tools for symbol search, call graphs, git intelligence, and hybrid semantic search.
🎖️ 🦀 🏠 🍎 Local-first system capturing screen/audio with timestamped indexing, SQL/embedding storage, semantic search, LLM-powered history analysis, and event-triggered actions - enables building conte
Index your documents in Milvus for fast semantic search. Retrieve the most relevant passages for RAG, Q&A, and summarization. List collections and inspect their details to manage your knowledge base.
Discovery platform for AI agents. Find any AI agent by capability — search 20,000+ indexed agents across GitHub, npm, MCP, and HuggingFace.
Index and search reusable skills from local folders. Discover relevant skills with fast keyword ranking and load their content on demand. Keep workflows portable and offline-friendly while sharing ski
Provide real-time and forecast meteorological data for cities across Portugal using natural language queries. Access weather forecasts, seismic data, UV index, and active weather warnings seamlessly.
Fast MCP server for Apple Mail — 87x faster email fetching via batch JXA and FTS5 search index for ~2ms body search. 6 tools: list accounts/mailboxes, get emails with filters, full-text search across
Persistent code index MCP server using Tree-sitter for fast, precise code search. Replaces grep with ~50 token responses instead of 2000+. Supports 11 languages including C#, TypeScript, Python, Rust,
The most comprehensive data center intelligence platform available via MCP. Search 50,000+ facilities across 140+ countries, track $51B+ in M&A transactions, monitor 29.6 GW of construction pipeline,
Run queries, explore schemas, and retrieve table data with ease. Diagnose performance with execution plans, index recommendations, and table statistics to speed up workloads. Safeguard your database w
Monitor and analyze PostgreSQL databases with natural-language queries. Diagnose slow queries, locks, bloat, replication lag, and WAL health across single or multiple databases. Get safe, read-only in
Build and manage Algorand accounts, assets, transactions, and smart contracts in one place. Search documentation, retrieve on-chain data, and automate advanced flows including atomic groups and swaps.
Personalize your study with on‑demand tutoring that generates tailored lessons and adaptive quizzes. Track progress and stay motivated with achievements, streaks, and leaderboards. Collaborate with
Connect Claude Desktop (or other MCP clients) to your Google Docs and Google Drive!
Generate Ziwei Doushu and Bazi charts with insights into palaces, stars, and the five elements. Explore fortunes across decades, years, months, days, and hours to time decisions and plan ahead. Compar
Manage and explore atomic notes using the Zettelkasten methodology through an MCP-compatible interface. Create, link, search, and synthesize notes with AI assistance to build a rich, interconnected kn
The Flight Search MCP Server enables Large Language Models (LLMs) to retrieve detailed flight search and information without requiring an API key. Using web scraping, it collects comprehensive data on
Search and retrieve NGSS standards by code, domain, or topic. Explore three-dimensional components (SEPs, DCIs, and CCCs) and discover related standards by shared practices, concepts, or core ideas. P