Discover Awesome MCP Servers

memex

MCP server that indexes Claude.ai chats and local Claude Code sessions, enabling semantic and keyword search across all your conversations with Claude.

mcp-csv-server

Enables an AI assistant to preview, query, aggregate, and convert CSV/TSV data safely with no API key.

NitroStack

A Python framework for building MCP servers with modular architecture, dependency injection, and built-in authentication. Enables creating scalable, testable MCP services with features like pipeline interceptors and background tasks.

claude-oracle-mcp

An MCP server for discovering Claude Code skills, plugins, and MCP servers by searching 15,000+ resources from 17 registries, GitHub, and the web with zero setup.

Mediawork MCP Server

Provides read-only access to Mediawork's public directory of post-production and distribution vendors, FAQ, blog, and subscription plans through standardized MCP tools for searching and fetching records.

Perplexity API Platform MCP Server

Provides AI assistants with real-time web search, reasoning, and research capabilities through Perplexity's Sonar models and Search API. Supports quick searches, deep research, advanced reasoning, and direct web search with ranked results.

API Testing MCP

A full-stack API automation testing server that parses OpenAPI/Swagger/Postman/HAR specs, generates comprehensive test scenarios and executable code, and provides AI-powered review and auto-fix.

mcptut1

Mcp server and client tutorial

edi-mcp

Let AI agents read, validate and acknowledge EDI documents. Parses raw X12 and EDIFACT interchanges into structured JSON, validates envelope integrity, produces plain-language summaries, and generates 997 Functional Acknowledgments.

zencontrol-tpi-mcp

MCP server for controlling zencontrol TPI Classic and Advanced lighting systems, enabling DALI dimming, on/off, and fault queries via Docker and SSE transport.

Azure DevOps MCP Server

Enables management of Azure DevOps work items including Epics, Features, User Stories, Tasks, and Bugs through natural language. Supports CRUD operations, WIQL queries, work item relationships, and retrieval of project metadata such as iterations and area paths.

NameIntel

Score brand names across domain availability, USPTO trademark conflict, social handle availability (12+ platforms), SEO strength, and AI findability (GEO) in a single call. Pay-per-call via the x402 micropayment protocol (USDC on Base + Solana) — no signup, no API keys.

browser-screenshot-mcp

Enables local MCP clients to capture screenshots of explicitly shared browser tabs without broad browser permissions. Prioritizes privacy by sharing only user-selected tabs, with automatic screenshot retrieval and no global tab access.

PoetryQuill Analytics MCP

An MCP server that connects Claude Desktop to PoetryQuill's live Supabase database. Ask Claude natural language questions about your platform data.

form-auto-mcp

Automates internal system form submissions by reading data from Excel/CSV or Google Sheets and using Playwright to navigate menus and fill form fields, with support for both visible and headless modes.

ProductLane MCP Server

Provides AI assistants with access to ProductLane support threads, contacts, changelogs, and documentation through a set of MCP tools.

mcpManager

A desktop app and local MCP gateway that centralizes management of Claude/Codex configurations and provides unified access to Daytona sandbox and Tailscale networking operations through a single proxy entry point.

jenkins-http-mcp-server

Enables interaction with Jenkins servers through HTTP APIs, allowing users to list jobs, trigger builds, view logs, and manage configurations without requiring plugins or admin access.

Cheap Research

A bounded evidence review engine that ingests documents, extracts evidence for a given claim, detects contradictions, and produces auditable evidence packets without hallucinations or open-web research.

Spec-driven Development MCP Server

Enables AI-guided spec-driven development workflow that transforms ideas into implementation through structured stages: goal collection, requirements gathering in EARS format, technical design documentation, task planning, and systematic code execution.

epik-gh

A GitHub MCP server that wraps the gh CLI to expose GitHub operations like issues, pull requests, branches, labels, repositories, CI actions, and Projects V2 as tools for MCP clients.

mcp-arcgis-yakima

Enables searching and querying City of Yakima GIS open geospatial datasets, such as parcels and zoning, through ArcGIS Feature Services.

Highrise MCP Server by CData

This read-only MCP Server allows you to connect to Highrise data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

MCP Jira Server

There are a few ways to interpret "MCP to talk to Jira from cursor," depending on what "MCP" refers to. Here are a few possibilities and their corresponding Chinese translations: **1. If "MCP" refers to a specific tool or plugin called "MCP":** * **English:** Use the MCP tool to interact with Jira from within Cursor. * **Chinese:** 使用 MCP 工具从 Cursor 内部与 Jira 交互。 (Shǐyòng MCP gōngjù cóng Cursor nèibù yǔ Jira jiāohù.) **2. If "MCP" is a typo and you meant "API" (Application Programming Interface):** * **English:** Use an API to interact with Jira from within Cursor. * **Chinese:** 使用 API 从 Cursor 内部与 Jira 交互。 (Shǐyòng API cóng Cursor nèibù yǔ Jira jiāohù.) **3. If "MCP" refers to a general method of communication or a specific protocol (less likely without more context):** * **English:** Use MCP to communicate with Jira from within Cursor. * **Chinese:** 使用 MCP 从 Cursor 内部与 Jira 进行通信。 (Shǐyòng MCP cóng Cursor nèibù yǔ Jira jìnxíng tōngxìn.) **4. If "MCP" is a company or product name (and you want to keep it in English):** * **English:** Use MCP to talk to Jira from cursor. * **Chinese:** 使用 MCP 从 Cursor 内部与 Jira 进行通信。(Shǐyòng MCP cóng Cursor nèibù yǔ Jira jìnxíng tōngxìn.) (Keeping "MCP" in English) **To give you the most accurate translation, please clarify what "MCP" refers to.** For example: * "I'm using a tool called MCP to connect to Jira..." * "I want to use an API to connect to Jira from Cursor..." Once you provide more context, I can give you a more precise and helpful translation.

blea

Provides a local MCP server for Bluetooth Low Energy automation, enabling scanning, GATT inspection, characteristic reads and writes, and evidence capture, diff, and replay with safety guards.

Corpus MCP Server

Enables AI assistants to securely interact with the Corpus Tracker application to manage financial portfolios and analyze net worth. It provides tools for tracking stock and gold holdings, logging transactions, and generating cash flow trends.

Roblox Studio MCP Server (Posuceius Fork)

Connects AI assistants like Claude and Gemini to Roblox Studio, enabling game structure exploration, script editing, UI generation, style extraction, and bulk changes locally and safely.

Weather MCP

Minimal MCP server exposing today's weather for a city via tool, resource, and prompt, with optional paywall protection via Nevermined Payments.

api-mcp-server

Fetches and parses Swagger/OpenAPI documentation from URLs, cleans and optimizes it to reduce token consumption, and provides standardized API descriptions to intelligent IDEs for suggestions, auto-completion, and code generation.

docs-mcp

Gives AI agents full-text search over any Markdown/MDX documentation folder.