Discover Awesome MCP Servers

certindex-mcp

Enables LLMs to query Certificate Transparency logs via CertIndex API, allowing searches for TLS certificates, subdomains, and certificate metadata.

tavily-search

Enables AI agents to perform real-time web searches and extract clean, LLM-readable content from URLs using the Tavily API.

project-memory-mcp

Stores manual project memories, enables semantic retrieval, and tracks per-memory confidence using PostgreSQL with pgvector and OpenAI-compatible embeddings.

Paprika 3 MCP Server

자연어로 Paprika에 레시피를 만들고 저장하세요!

Context Sync

An open-source memory layer that provides persistent project context and architectural history for AI development tools across multiple platforms and sessions. It enables AI assistants to maintain a shared understanding of codebases while integrating directly with services like Notion for documentation management.

Solution Memory MCP Server

跨项目问题解决方案记忆系统，自动捕获和搜索解决方案，支持混合搜索和离线存储。

MCP Server Knowledge Engine

Transforms PDF collections into a searchable knowledge base using TF-IDF indexing and proximity matching. It enables users to search documents, retrieve specific page content, and manage document libraries through natural language via MCP clients.

BugScout MCP Server

Enables autonomous web QA by exposing Playwright browser control as MCP tools for navigation, accessibility snapshotting, interaction, and bug detection.

Tribunal TJSP: Certidão Criminal de 1º Grau

Enables querying first-degree criminal certificates from the São Paulo Court of Justice (TJSP) using natural language.

Rubric Protocol MCP Server

Enables AI compliance attestation and verification for EU AI Act, HIPAA, and other regulations, with tools for signing, proving, and anchoring AI decisions to Hedera mainnet.

cliqueja

Enables fast browser automation on a real Chrome tab via a local hub, providing MCP tools for clicking, filling, snapshotting, and navigating without launching a full browser instance.

MCP Next.js Hook Generator

Automatically generates typed React hooks for Next.js projects by crawling API routes, GraphQL queries, and components. Analyzes pages to suggest optimal render modes (SSR/CSR/ISR) and produces documentation with performance guidance.

Draw.io MCP Server

Enables AI models to create and manage various types of diagrams (flowcharts, UML, network diagrams, etc.) via the Model Context Protocol.

godot-mcp

A safe, standards-compliant Model Context Protocol server for the Godot Engine editor. It lets an AI client read a Godot project, author scenes/nodes/scripts, run the game and read diagnostics.

小智 Mac MCP

Enables voice-controlled hardware to execute approved Mac actions (like opening apps and querying system status) through a secure MCP bridge.

Legacy Loop MCP Server

Enables AI assistants to create, manage, and discover family gift registries. Users can add links from Amazon, Target, and more through natural language.

reasonix-feishu-mcp

MCP server for Feishu/Lark API integration, enabling AI agents to send messages, manage groups, create and edit documents and spreadsheets, and search knowledge bases.

Code Graph Context

Builds rich code graphs from TypeScript/NestJS codebases using AST analysis and Neo4j, enabling semantic search, natural language querying, and intelligent graph traversal to provide deep contextual understanding of code relationships and dependencies.

Bing Webmaster Tools MCP

Enables to interact with the Bing Webmaster Tools API for managing sites, URLs, sitemaps, and viewing analytics.

MCPVault

A universal AI bridge for Obsidian vaults using the MCP standard, enabling any MCP-compatible AI assistant to read and write notes safely.

Edenred Plus MCP

Read-only MCP server for Edenred Plus that enables checking benefit balances, transactions, and deals via local browser authentication.

codebase-mcp

Enables AI agents to semantically search and navigate code repositories using natural language, with support for multiple repos, incremental indexing, and no local install needed.

RecourseOS

MCP server that evaluates Terraform plans, shell commands, and tool calls to assess recoverability and risk before execution, enabling safe AI agent actions.

courtmesh-mcp

An MCP server for the CourtMesh public API that enables AI clients to search and analyze Indian court case law, covering over 310 million case records from the Supreme Court, High Courts, District Courts, and tribunals.

Groundhog Day MCP Server

An MCP server that enables interaction with the Groundhog Day API, auto-generated using AG2's MCP builder to facilitate multi-agent conversations with this service.

Knowledge Assistant MCP Server

A multi-agent RAG MCP server that answers questions from your documents with a human-in-the-loop approval step, using a coordinator, retriever, and synthesizer agents.

mcp-datagouv-fr

MCP server for the French open-data catalogue data.gouv.fr, enabling dataset search and retrieval, organization lookup, and reuse discovery via natural language queries.

Concrete CMS MCP Server

Enables interaction with Concrete CMS sites through the Concrete CMS REST API, allowing content management, user operations, and file uploads via natural language.