All MCP Servers

A hybrid search MCP that enables users to find coding chunks like RAG without indexing their codebase, without any vector database. World's first context attention MCP. It gives results in below 5 seconds in a repository as big as VS Code.

issue-mcp

A productivity MCP server that aggregates developer activity and meetings from GitLab, GitHub, Google Calendar, and Outlook Calendar for unified tracking.

Human-like memory for self-improving AI agents. Automatic capturing, nightly reflection, and cross-agent learning. Works with Claude Code and OpenClaw.

Personal finance tracker — log transactions, view summaries, and browse a dashboard

Enables YouTube content browsing, video searching, and metadata retrieval via the YouTube Data API v3. It also facilitates fetching video transcripts for summarization and analysis within MCP-compatible AI clients.

Integrates Perplexity's API to provide a three-tier research workflow featuring web search, grounded AI answers, and deep-dive analysis with citations.

WalkScore API integration for walkability, transit, and bike scores.

SSH MCP

Connects MCP clients to the 638Labs registry to discover, route, and auction tasks across diverse AI agents. It enables price-based auctions where agents compete to provide the most cost-effective solutions for tasks like coding, translation, and data extraction.

Enables Claude to search and manage electronic components, PCB parts, and manufacturing services through direct access to the Source Parts API. Provides comprehensive product search, pricing, inventory checking, and parametric filtering capabilities for electronics procurement.

Enables management of n8n workflow automations through natural language, supporting creation, execution, updates, and deletion of workflows, along with node discovery and execution status monitoring.

A conversational memory management system that uses Neo4j to store, search, and visualize persistent assistant contexts through a knowledge graph. It includes a web dashboard and CLI for managing complex relationships between conversation nodes.

Real-time data API for AI Agents. 10 MCP tools covering A-share stock quotes, market overview, fund data, web search, news, weather, logistics tracking, and IP geolocation.

APITier utility APIs as MCP tools: validation, UK/India address lookup, barcode/QR, data conversion.

Generates personalized learning paths by integrating with YouTube, Google Drive, and Notion to create comprehensive learning experiences based on user goals.

A server that provides access to MDict dictionaries through the Model Context Protocol, enabling word lookups, searches, and dictionary management.

Enables natural language todo list management through Claude Desktop with YAML-based persistence. Supports creating, completing, deleting, and listing todo items with automatic timestamp tracking and secure file permissions.

A comprehensive food and nutrition MCP server that provides nutritional data, recipe discovery by ingredients or diet, ingredient substitutions, and personalized recommendations based on mood and season.

Expert-curated knowledge graphs for AI agents — PSFK Retail, Beauty, Sports and more.

A Model Context Protocol (MCP) server that provides access to Japanese weather forecasts using the weather.tsukumijima.net API.

An MCP server that delivers hyperliquid account data, perpetuals market context, and trading tools for AI agents — inspired by nof1.ai and open-nof1.ai.

An MCP server that enables interaction with the Transport Department of Puducherry's API services through natural language, providing access to transportation-related data and operations.

A service that dynamically generates MCP tools from Swagger/OpenAPI documentation, allowing Claude Desktop to directly invoke REST APIs through natural language.

TRUSS AP Automation MCP — AI-powered accounts payable automation for agents. Invoice extraction, GL coding, duplicate detection, approval routing, compliance checks, and payment scheduling.

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