AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Chain of Thought Task Manager
A sophisticated task management framework that uses structured reasoning, dependency tracking, and step-by-step implementation guides to help AI agents execute complex development workflows.
Expose (JSON-RPC Proxy)
MCP (Model Context Protocol) Server. Proxy server that enables communication between clients and MCP-compatible services through JSON-RPC, forwarding requests to configured backend URLs while maintaining proper error handling and response formatting.
Charly Memory Cache
MCP (Model Context Protocol) Server. Caches data between language model queries to optimize token consumption and reduce costs in AI interactions.
Neo4j Knowledge Graph
MCP (Model Context Protocol) Server. Provides a Neo4j-powered knowledge graph storage solution for maintaining complex relationships between data points with persistent memory across conversations and efficient fuzzy search capabilities.
skill-mcp
A unified management system for Claude to create, execute, and compose reusable Python and shell skills with automated dependency handling and secret management.
minime-mcp
Universal infinite memory layer for Developer AI assistants. One shared brain across Claude, Cursor, Windsurf & more. 100% local, built on MCP standard. Stop re-explaining context
perplexity-mcp-server
A Perplexity API MCP server that unlocks Perplexity's search-augmented AI capabilities for LLM agents. Features robust error handling, secure input validation, and transparent reasoning with the showThinking parameter.
docs.rs
A tool for searching and retrieving documentation from crates.io and docs.rs, providing AI agents with direct access to Rust crate details and API documentation in Markdown format.
Jewish Library
MCP (Model Context Protocol) Server. Integrates Jewish texts using Tantivy search engine to provide insights, answer questions, and analyze themes from religious Jewish literature.
Taiga
MCP (Model Context Protocol) Server. Integrates with Taiga project management platform to enable direct control over projects, epics, user stories, tasks and issues without context switching
Moondream
MCP (Model Context Protocol) Server. Provide image analysis capabilities including captioning, object detection, and visual question answering for applications like content moderation and visual search.
Sourcegraph
A Sourcegraph MCP server that provides AI-enhanced code search across multiple repositories, supporting advanced regex queries and context-aware guidance for exploring large codebases.
Hippycampus (OpenAPI Tools)
MCP (Model Context Protocol) Server. Converts OpenAPI specifications into LangChain tools, enabling AI assistants to interact with existing REST APIs without custom implementation
Free USDC Transfer (Base)
A specialized MCP server for fee-free USDC transfers on the Base network using Coinbase CDP MPC wallets. It supports automated wallet creation and recipient resolution via ENS and BaseName domains.
Zotero
MCP (Model Context Protocol) Server. Integrates with Zotero to enable searching papers, managing notes, and interacting with local libraries for enhanced research workflows and library management tasks.
Riksdag & Regering
An MCP server providing access to Swedish Parliament (Riksdagen) and Government (g0v.se) open data, including documents, votes, and member activities.
Suno Music Generator
MCP (Model Context Protocol) Server. Enables AI assistants to generate custom music compositions with specified lyrics, style tags, and titles through the Suno API, delivering completed audio URLs without leaving the conversation context.
Perses Monitoring
MCP (Model Context Protocol) Server. Enables AI to query and analyze monitoring data from Perses visualization applications through authenticated API calls for accessing projects, dashboards, variables, and datasources.
bear-notes-mcp
MCP server for Bear app - Full Read + Write AI-powered note management with Claude Desktop
Sentry
MCP (Model Context Protocol) Server. Integrates with Sentry's error tracking platform to enable detailed issue analysis, project management, and user session replay for enhanced debugging and monitoring in software development environments.
Semantic Scholar
MCP (Model Context Protocol) Server. Integrates with the Semantic Scholar API to enable querying academic papers, authors, and citations for research and analysis tasks.
Security Infrastructure
MCP (Model Context Protocol) Server. Integrates with Splunk SIEM, CrowdStrike EDR, and Microsoft MISP to enable cross-platform threat hunting, security event searches, detection retrieval, and threat intelligence queries for SOC operations.
Axon
A graph-powered code intelligence engine that indexes codebases into a structural knowledge graph to provide AI agents with deep context on function calls, types, and execution flows. It offers local, zero-dependency tools for hybrid search, impact analysis, and dead code detection across Python, JavaScript, and TypeScript projects.
Pulsar
A semantic router and meta-tool that acts as a universal gateway for discovery and execution across multiple MCP servers, significantly reducing token usage through progressive schema loading.
Browser Use
MCP (Model Context Protocol) Server. Provides browser automation capabilities for capturing screenshots, retrieving HTML, executing JavaScript, and accessing console logs from web pages.
Congress.gov
A comprehensive MCP server that integrates with the Congress.gov API to provide real-time access to U.S. legislative data, including bills, voting records, committee activities, and member information.
GitBook
A high-performance MCP server that scrapes and indexes documentation websites (GitBook, Vercel, Docusaurus) into a searchable knowledge base for AI models using SQLite and FTS5 search.
DotNet Types Explorer
A tool for AI coding agents to systematically explore .NET codebases through assembly reflection and NuGet package analysis, providing detailed metadata on namespaces, types, and members.
code-memory
Local semantic code search with Git history. Works offline, no API key needed.
bonnard-cli
Ultra-fast to deploy agentic-first mcp-ready semantic layer. Let your data be like water.