Discover Awesome MCP Servers

Research MCP Server

23 research tools for AI agents: web search, social media, academic papers, SEC filings, citation verification, reliability scoring. Pay-per-call from $0.01.

MCP Inflow Ingredients

Enables AI assistants to interact with Inflow Inventory API for managing ingredients/products and inventory operations. Supports product creation, updates, search, and stock adjustments through natural language commands.

MCP Keyword Search Server

Enables searching for a keyword within a text file using Model Context Protocol tools via standard input/output.

PDF Extraction MCP Server

Enables Claude to extract text and metadata from PDF files via URL or base64 encoding. Supports optional bearer token authentication and can be deployed as a custom connector on claude.ai.

failure-memory

Failure Memory provides AI coding agents with a shared local memory of failures, enabling them to record, recall, and learn from mistakes across sessions.

Modular RAG MCP Server

A pluggable, observable modular RAG service framework that exposes tool interfaces via the MCP protocol, enabling AI assistants like Copilot and Claude to directly query knowledge bases.

Pipedrive MCP

Enables natural language interaction with Pipedrive CRM via Claude Code, allowing users to manage deals, contacts, activities, and more through conversational commands.

productivity-mcp

A local MCP server that provides LLM clients with read/write access to email and calendar data from Gmail, iCloud, and generic IMAP providers. It runs entirely on your machine, keeping data private while enabling email management, calendar operations, and task handling through natural language.

PlayFab MCP Server

A server that enables LLMs (like Claude and VSCode Copilot) to interact with Azure Cosmos DB data through natural language queries, acting as a translator between AI assistants and your database.

godoc-mcp

Provides real-time access to Go package documentation, function signatures, and type definitions directly from pkg.go.dev. It enables LLMs to search for packages, retrieve specific versions, and access code examples from the official Go module ecosystem.

MCP SageMath Server

Enables execution of SageMath mathematical computations through a local SageMath installation. Provides tools to check SageMath version and evaluate SageMath scripts with configurable timeouts and error handling.

Haloscan MCP Server

An MCP server that integrates with the Haloscan SEO API to provide tools for keyword research, SERP analysis, and domain performance tracking. It enables users to perform comprehensive SEO tasks, including competitor analysis and visibility monitoring, within MCP-compatible clients.

cartograph-mcp

Exposes a focused widget workflow for agents, enabling search, inspect, install, create, validate, checkin, and configuration of Cartograph widgets without mirroring the full CLI.

MockLoop MCP Server

A Model Context Protocol server that generates and runs mock API servers from API documentation like OpenAPI/Swagger specs, enabling developers and AI assistants to quickly spin up mock backends for development and testing.

hwpx-mcp-server

MCP server for AI-driven editing of HWPX (Korean word processor) documents, providing 132 tools for text, tables, images, and more.

CST MCP

An MCP server that integrates CST Studio Suite with the Model Context Protocol to enable automated electromagnetic simulation workflows. It provides specialized tools for material definition management and direct interaction with the CST Studio Suite environment.

zwcad-platform

Enables MCP clients to control ZWCAD on Windows, providing 26 automation tools for 2D/3D drawing, annotation, entity editing, document management, and more.

Filesystem MCP Server

Provides file system tools for resume matching agents, enabling reading, writing, searching, listing, watching, and batch processing of files via the Model Context Protocol.

Wrath MCP Server

Provides MCP tools for managing the Wrath Grok addon, including doctor, config, policy_check, journal_tail, session_stats, and set_enabled.

FinData

MCP server providing professional financial data access for LLMs through providers like Tushare, Wind, and DataYes.

HaltProof

MCP server for HaltProof's emergency-shutdown orchestration and cryptographic audit-proof layer, enabling AI agents to dry-run or execute cluster halt operations across Slurm, Kubernetes, and IPMI, and verify signed, hash-chained attestation logs.

FinSight

An AI-powered financial analyst MCP server that enables stock performance analysis, company comparison, and market trend interpretation directly in your IDE using local AI.

expense

MCP server for Expense, a receipt tracker that lets AI assistants capture receipts, log mileage, answer spending questions, build reports, and reconcile bank statements from your expense data.

Limitless Library

MCP server for verified reuse infrastructure that lets agents query before work to obtain safe, permissioned results (exact component, source-free method, or abstention) with receiver-owned verification and non-disclosure guarantees.

AgentZero

MCP server for real-time credential leak detection and remediation in Slack, using AI-powered semantic analysis via Google Gemini.

persistproc

An MCP server that lets agents and humans monitor and control long-running processes, reducing copy-pasting between AI tools and enabling multiple agents to interact with the same process outputs.

Databricks MCP Server

Enables AI assistants like Claude to interact with Databricks workspaces through secure OAuth authentication, allowing users to execute SQL queries, manage clusters, create jobs, and access workspace resources through natural language.

mcp-server-gdrive

gdrive mcp capable of upload

SSE Calculator MCP Server

A stateful calculator server using Server-Sent Events for real-time communication, enabling AI assistants to perform calculations with session management and history tracking.

DOCX-MCP

Enables comprehensive Microsoft Word document manipulation through the Model Context Protocol, with advanced table operations including creation, data management, formatting, and bulk operations. Supports document creation, editing, and saving with plans for full document content management.