Local FAISS vector database for RAG with document ingestion (PDF/TXT/MD/DOCX), semantic search, re-ranking, and CLI tools for indexing and querying
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
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.
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
AI-powered Reddit intelligence for market research and competitive analysis. Discover subreddits via semantic search across 20k+ indexed communities, fetch posts/comments with full citations, and mana
Provide AI models with seamless access to Meilisearch's powerful search and indexing capabilities through a comprehensive MCP server implementation. Enable real-time communication and advanced search
Local workspace memory for Claude Desktop. Indexes your documents (Markdown, CSV, session logs) into a vector store with hybrid search, cross-session memory, auto-learn, and knowledge graph visualizat
Discovery platform for AI agents. Find any AI agent by capability — search 20,000+ indexed agents across GitHub, npm, MCP, and HuggingFace.
An MCP server that powers AI agents with indexed blockchain data from The Graph.
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,
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
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