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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Chain of Thought Task Manager

20

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.

13 tools

Expose (JSON-RPC Proxy)

20

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.

2 tools

Charly Memory Cache

20

MCP (Model Context Protocol) Server. Caches data between language model queries to optimize token consumption and reduce costs in AI interactions.

Neo4j Knowledge Graph

20

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.

1 tool

skill-mcp

20

A unified management system for Claude to create, execute, and compose reusable Python and shell skills with automated dependency handling and secret management.

5 tools

minime-mcp

20

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

11 tools

perplexity-mcp-server

20

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.

2 tools

docs.rs

20

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.

4 tools

Jewish Library

20

MCP (Model Context Protocol) Server. Integrates Jewish texts using Tantivy search engine to provide insights, answer questions, and analyze themes from religious Jewish literature.

1 tool

Taiga

20

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

6 tools

Moondream

20

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.

1 tool

Sourcegraph

20

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.

3 tools

Hippycampus (OpenAPI Tools)

20

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)

20

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.

2 tools

Zotero

20

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

Failed
20

An MCP server providing access to Swedish Parliament (Riksdagen) and Government (g0v.se) open data, including documents, votes, and member activities.

Suno Music Generator

20

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.

1 tool

Perses Monitoring

20

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.

26 tools

bear-notes-mcp

20

MCP server for Bear app - Full Read + Write AI-powered note management with Claude Desktop

29 tools

Sentry

20

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.

9 tools

Semantic Scholar

20

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

20

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.

3 tools

Axon

20

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

20

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.

9 tools

Browser Use

20

MCP (Model Context Protocol) Server. Provides browser automation capabilities for capturing screenshots, retrieving HTML, executing JavaScript, and accessing console logs from web pages.

4 tools

Congress.gov

20

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

20

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.

7 tools

DotNet Types Explorer

20

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.

5 tools

code-memory

20

Local semantic code search with Git history. Works offline, no API key needed.

bonnard-cli

20

Ultra-fast to deploy agentic-first mcp-ready semantic layer. Let your data be like water.