A **Model Context Protocol (MCP) server** that enables AI agents to download, index, and semantically search PDF research papers. This server provides 8 tools that AI agents can discover and use auton
Structural codebase indexer exposing 17 query tools (functions, classes, imports, dependency graphs, change impact) via MCP. Zero dependencies.
Precise character-level string indexing for LLMs. Provides tools for finding, extracting, and manipulating text by exact character position to solve position-based operations.
A JetBrains IDE plugin that exposes an MCP server, enabling AI coding assistants to leverage the IDE's indexing and refactoring capabilities (rename, safe delete, find references, call hierarchy, type
unbrowse-index
Analyze, manage, and optimize your PostgreSQL databases effortlessly. Streamline your database operations with powerful tools for debugging, schema management, and data migration. Enhance performance
AI-powered technical analysis server for stocks, crypto, and Indian markets. Dual-timeframe daily + weekly charts, 150+ TA-Lib indicators, stock screening with 57 filters and 81 fields per match, fina
Official MCP server for managing Searchcraft clusters, creating a search index, generating an index dynamically given a data file and for easily importing data into a search index given a feed or loca
Index and search codebases using structured schemas for deep code analysis. Audit specific domains or security-related functions to ensure code quality and safety. Explore complex codebases with hig
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
# CoinEx MCP Server A Model Context Protocol (MCP) server that enables AI agents to interact seamlessly with the CoinEx cryptocurrency exchange. This server provides comprehensive access to market da
PostgreSQL database management and optimization assistant. Provides complete database operation capabilities: health checks, index optimization, query plan a...
Discovery platform for AI agents. Find any AI agent by capability — search 20,000+ indexed agents across GitHub, npm, MCP, and HuggingFace.
Apple Notes MCP with semantic search, hybrid vector+keyword search, full CRUD operations, and incremental indexing. Uses JXA for native macOS integration.
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
Web search (embedded SearXNG), content extraction, and library docs indexing with hybrid search (FTS5 + semantic). Built-in Qwen3 embedding, no API keys required.
VikingDB integration with collection and index introduction, vector store and search capabilities.
🎖️ 🦀 🏠 🍎 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
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.
Self-hosted MCP server that indexes documentation from various sources and serves it to AI Agents with semantic search.
Providing real-time and historical Crypto Fear & Greed Index data.