Discover Awesome MCP Servers

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

Okay, I understand! I will translate the following instruction into Spanish: "Create and save recipes in Paprika with natural language!" **Spanish Translation:** "¡Crea y guarda recetas en Paprika con lenguaje natural!"

Mathematical MCP Server

A mathematical MCP server exposing 6 basic arithmetic and secure symbolic expression evaluation tools (add, subtract, multiply, divide, power, evaluate_expression) with structured JSON responses, input validation, and safe AST-based parsing.

document-reader-mcp

Universal MCP server for extracting text from various document formats including PDF, Excel, Word, CSV, and more, with support for streaming, limits, and markdown conversion.

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.

odin-print-farm-mcp

Enables AI agents to operate a 3D print farm via O.D.I.N. backend, including job queuing, printer control, inventory management, and standalone cost calculators.

compare-mcp

Enables multi-model code review by fanning out issues to multiple LLMs simultaneously, diffing their unique insights, optionally running debate rounds, and dispatching subagents to implement fixes with git commits.

MCP Gateway

A Bun-based gateway that provides self-describing, discoverable APIs for AI agents, restoring the hypermedia pattern of the web. It allows agents to autonomously explore and understand API surfaces through MCP protocol.

stealth-browser-mcp

Gives an AI assistant a persistent, stealth-configured Chrome browser that stays logged in across sessions, supports interactive first login, and can autofill credentials from the macOS Keychain and replay WebAuthn passkeys for sites that block scripted login.

jira-pilot

Jira Pilot is an MCP server that provides 14 tools for AI assistants to manage Jira issues, sprints, boards, and more. It enables natural language interaction with Jira through the Model Context Protocol.

@inbin/mcp

Proxies stdio MCP clients to Inbin's remote MCP endpoint, exposing tools to list inboxes, search and retrieve events, and inspect schemas.

Advanced Trello MCP Server

An enhanced Model Context Protocol server providing comprehensive integration between Trello and Cursor AI with 40+ tools covering multiple Trello API categories for complete project management.

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.

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.

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.