Awesome Mcp Servers

A high-performance Model Context Protocol (MCP) server that provides secure filesystem access for Claude and other AI assistants.

Node.js/TypeScript MCP server for Atlassian Confluence. Provides tools enabling AI systems (LLMs) to list/get spaces & pages (content formatted as Markdown) and search via CQL. Connects AI seamlessly to Confluence knowledge bases using the standard MCP interface.

mcp-difyworkflow-server is an mcp server Tools application that implements the query and invocation of Dify workflows, supporting the on-demand operation of multiple custom Dify workflows.

A Model Context Protocol (MCP) server that provides comprehensive access to MLB statistics and baseball data through a FastMCP-based interface.

MCP server for managing Apache Superset — 128+ tools for dashboards, charts, datasets, SQL Lab, access control

MCP server for Suno AI music generation, lyrics, and cover workflows via Ace Data Cloud.

Official MCP Server for Buildkite.

Send system notification when Agent task is done.

Local-first MCP server that gives coding agents structured context packets, code/schema facts, and diagnostics - backed by a local SQLite store.

MCP server and Claude Code plugin for self-hosted Immich: CLIP and OCR search, geographic albums, duplicates, people and faces, metadata repair, PDF photobooks. 94 tools, tested live on Immich 2.x and 3.x.

TikTok Ads MCP Server – Model Context Protocol Server for TikTok Ads Marketing API Integration

Apple Icon Composer CLI & MCP server: create and manipulate .icon bundles and images with Liquid Glass rendering

MCP server for spatial transcriptomics analysis through natural language interfaces.

MCP server for external memory layer for AI agents + more . Download from pypi , and get started

MCP Server for persistent code indexing. Gives AI assistants (Claude, Gemini, Copilot, Cursor) instant access to your codebase. 50x less context than grep.

A Free, Open Source MCP server for dynamic custom persona management with public a GitHub collection of personas, skills, templates, and other elements for AI models.

MCP Server for the Bitrise API, enabling app management, build operations, artifact management and more.

Scientific paper evidence search for ChatGPT, MCP, REST, Python, and AI agents.

Unofficial MCP server for working with Kagi *without* API access (you'll need to be a customer). Searches and summarizes. Uses Kagi session token for easy authentication. Works well with your agent.

Extract domain knowledge from codebases to reduce LLM token consumption by 20x and time in agentic search by 10x — gathers and makes concepts, naming conventions, and vocabulary queryable via MCP.

Prior direction, kept rather than deleted. Signed, offline-verifiable receipts for AI agent actions, and a reference implementation of the OWASP Agentic Skills Top 10 AST09 receipt pattern. Nobulex is now the independent reliability registry for agent tools: github.com/arian-gogani/nobulex-registry

MCP server for Kaggle

A Nostr MCP server that allows to interact with Nostr, enabling posting notes, and more.

APISIX Model Context Protocol (MCP) server is used to bridge large language models (LLMs) with the APISIX Admin API.

An MCP Server to utilize Codelogic's rich software dependency data in your AI programming assistant.

MCP server for AI-driven image editing with Photopea

Formula workbooks for Node services: edit inputs, recalculate formulas, read outputs, persist WorkPaper JSON, and expose MCP tools.

MCP server for Substack: rich drafts, Notes, analytics, and consented subscriber management across publications. Long-form posts stay draft-only; Notes publish immediately. Used regularly by multiple newsletters, includes a CLI.

🦀 A high-performance code agent written in Rust, combining the best features of WCGW for maximum efficiency and semantic capabilities.

Free certification prep for the Claude Certified Architect exam. 390 questions. Spaced repetition. Zero sycophancy.

MCP server providing AI assistants with Maven Central dependency intelligence for all JVM build tools (Maven, Gradle, SBT, Mill). Features Context7 integration for documentation support.

A comprehensive Message Control Protocol (MCP) server for Kafka Schema Registry.

a web logging proxy for MCP client-server communication

Model Context Protocol server for Cyclops

MCP server that triangulates customer support tickets and feature requests to help PMs decide what to build next

A Model Context Protocol (MCP) server for GreptimeDB

PRIMS is a lightweight, open-source Model Context Protocol (MCP) server that lets LLM agents safely execute arbitrary Python code in a secure, throw-away sandbox.

Zero-config domain availability MCP server for Claude & ChatGPT. Live pricing via Porkbun, premium/auction detection via GoDaddy, AI suggestions, RDAP/WHOIS fallback. Stdio + HTTP.

The unified web layer for AI agents. Search (8 engines), stealth browse, auth, and act on 24 platforms. One npm install, self-hosted.

MCP Server for Aibolit Java Static Analyzer: Helping Your AI Agent Identify Hotspots for Refactoring

MCP server for JobGPT — search jobs, auto-apply, generate resumes, and track applications from Claude, Cursor, Windsurf, and any MCP client

MCP server and Claude Plugin for a full ENCODE Project genomic data and analysis toolkit — search, download, track, and analyze functional genomics experiments

The most complete Mailchimp Marketing API MCP server: 227 tools across campaigns, audiences, reports, segments, automations and full e-commerce, with multi-account support and runtime-security guardrails (read-only, dry-run, audit, per-tool risk metadata).

Building your AI organization: shared records and handoffs, plus a merge gate for AI-written code with signed, replayable attestation. Works with Claude Code, Codex, Cursor, and Gemini CLI.

Official GrowthBook MCP server for creating flags, getting experiments, and more.

A simple minimal weather mcp server :)

An MCP Server in Rust for creating Notion pages & mdBooks with LLMs 🦀

MCP server that turns AI into an SVG artist

Verify that any MCP server is running the intended and untampered code via hardware attestation.

🪐 MCP IPFS Server