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List: awesome-mcp-servers

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glenngillen/mcpmcp-server

Discover, setup, and integrate MCP servers with your favorite clients. Unlock the full potential of AI in your daily workflow.

Updated: 2025-04-24
Lists: 1 list mention
First commit: 2025-04-24
History: 7 history points
License: Apache-2.0
Issues: 3 open

stars

Forks: 22
Commits: 2 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

proompteng/bilig

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

AI dev

Stack

TypeScript Fastify React Tailwind CSS Vite npm pnpm

GitHub topics

#formula-engine #formula-recalculation #formula-workbook #mcp #mcp-server #mcp-tools

Updated: 2026-08-10
Lists: 2 list mentions
First commit: 2026-03-13
History: 4 history points
License: MIT
Issues: 0 open

stars

Forks: 19
Commits: 5,863 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

Abhigyan-Shekhar/Waggle-mcp

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

AI dev

Stack

Python Express pytest React Starlette npm PEP 517 uv

GitHub topics

#agent-memory #ai-agents #graph-memory #knowledge-graph #llm-memory #mcp

Updated: 2026-08-11
Lists: 2 list mentions
First commit: 2026-04-12
History: 9 history points
License: Apache-2.0
Issues: 170 open

stars

Forks: 120
Commits: 919 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

drolosoft/immich-photo-manager

📸🧹🗺️ MCP server for intelligent photo management with Immich — search, curate geographic albums, clean up libraries, and publish galleries

Stack

HTML pytest PEP 517 pip

GitHub topics

#albums #claude #claude-plugin #cleanup #duplicates #gallery

Updated: 2026-07-27
Lists: 1 list mention
First commit: 2026-03-22
History: 8 history points
License: MIT
Issues: 0 open

stars

Forks: 8
Commits: 137 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

HumanSignal/label-studio-mcp-server

No description.

Stack

Python Starlette PEP 517 uv

Updated: 2025-05-30
Lists: 1 list mention
First commit: 2025-04-25
History: 7 history points
License: Apache-2.0
Issues: 4 open

stars

Forks: 13
Commits: 15 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

GitHub

andybrandt/mcp-simple-timeserver

Simple MCP to give Claude ability to check current time as well as know when holidays are, what is the time distance between dates etc.

Stack

Python PEP 517 pip

GitHub topics

#claude #claude-ai #mcp #model-context-protocol

Updated: 2026-02-18
Lists: 1 list mention
First commit: 2024-12-01
History: 8 history points
License: MIT
Issues: 3 open

stars

Forks: 16
Commits: 67 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

aywengo/kafka-schema-reg-mcp

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

AI dev

Stack

Python FastAPI pytest Starlette npm PEP 517 pip

GitHub topics

#apache-kafka #claude-desktop #cursor #docker #enterprise #kafka

Updated: 2026-06-24
Lists: 1 list mention
First commit: 2025-05-24
History: 8 history points
License: MIT
Issues: 20 open

stars

Forks: 9
Commits: 300 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

Couchbase-Ecosystem/mcp-server-couchbase

MCP Server to interact with data in Couchbase Clusters

Stack

Python

GitHub topics

#couchbase #hacktoberfest #mcp

Updated: 2026-05-25
Lists: 1 list mention
First commit: Unknown
History: 3 history points
License: Apache-2.0
Issues: 6 open

stars

Forks: 30
Commits: 107 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

debridge-finance/debridge-mcp

MCP server that gives AI agents the ability to execute cross-chain cryptocurrency swaps and transfers via the deBridge protocol

Stack

TypeScript Express Vite npm

Updated: 2026-04-01
Lists: 1 list mention
First commit: 2026-02-07
History: 8 history points
License: MIT
Issues: 3 open

stars

Forks: 5
Commits: 44 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

format37/youtube_mcp

youtube transcriber mcp server

Stack

Python FastAPI pip

Updated: 2025-07-21
Lists: 1 list mention
First commit: 2025-05-30
History: 8 history points
License: Unknown
Issues: 3 open

stars

Forks: 5
Commits: 11 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

gabrielmaialva33/winx-code-agent

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

AI dev

Stack

Rust Axum Cargo

GitHub topics

#autonomous #code-agent #computer #control #execution #llm-agent

Updated: 2026-08-04
Lists: 1 list mention
First commit: 2025-04-27
History: 8 history points
License: MIT
Issues: 1 open

stars

Forks: 9
Commits: 648 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

Badhansen/notion-mcp

A simple Model Context Protocol (MCP) server that integrates with Notion's API to manage my personal todo list.

Stack

Python Starlette PEP 517 uv

Updated: 2025-09-30
Lists: 1 list mention
First commit: 2025-02-01
History: 8 history points
License: MIT
Issues: 3 open

stars

Forks: 8
Commits: 16 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

Connectry-io/connectrylab-architect-cert-mcp

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

AI dev

Stack

TypeScript Express Vite npm

GitHub topics

#anthropic #architect #certification #claude #claude-code #exam-prep

Updated: 2026-03-19
Lists: 1 list mention
First commit: 2026-03-16
History: 8 history points
License: MIT
Issues: 0 open

stars

Forks: 11
Commits: 43 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

danielkennedy1/pdf-tools-mcp

No description.

Stack

Python Starlette uv

Updated: 2025-05-17
Lists: 1 list mention
First commit: 2025-04-19
History: 8 history points
License: MIT
Issues: 3 open

stars

Forks: 11
Commits: 22 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

DumplingAI/mcp-server-dumplingai

MCP (Model Context Protocol) server for Dumpling AI

AI dev

Stack

JavaScript Express npm

Updated: 2025-07-10
Lists: 1 list mention
First commit: 2025-03-25
History: 9 history points
License: MIT
Issues: 7 open

stars

Forks: 10
Commits: 23 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

GitHub

emicklei/mcp-log-proxy

a web logging proxy for MCP client-server communication

Stack

Go Go modules

GitHub topics

#debug #golang #mcp-server #mcp-tools

Updated: 2026-05-29
Lists: 1 list mention
First commit: 2025-04-21
History: 8 history points
License: MIT
Issues: 0 open

stars

Forks: 6
Commits: 68 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

fireproof-storage/mcp-database-server

Store and load JSON documents from LLM tool use

Stack

JavaScript React npm

Updated: 2024-12-19
Lists: 1 list mention
First commit: 2024-12-16
History: 8 history points
License: NOASSERTION
Issues: 2 open

stars

Forks: 10
Commits: 6 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

cyclops-ui/mcp-cyclops

Model Context Protocol server for Cyclops

Stack

Go Cobra gRPC Go Go modules

GitHub topics

#cyclops #devops #kubernetes #mcp #mcp-server #platform-engineering

Updated: 2025-06-25
Lists: 1 list mention
First commit: 2025-04-22
History: 8 history points
License: Unknown
Issues: 3 open

stars

Forks: 6
Commits: 64 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

doobidoo/MCP-Context-Provider

A static MCP server that provides AI models with persistent tool context, preventing context loss between chats.

AI dev

Stack

TypeScript Express Vite npm

GitHub topics

#anthropic #automation #configuration #desktop-extension #developer-tools #devops

Updated: 2026-05-21
Lists: 1 list mention
First commit: 2025-08-21
History: 4 history points
License: Apache-2.0
Issues: 0 open

stars

Forks: 8
Commits: 89 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

GitHub

giuseppe-coco/Google-Workspace-MCP-Server

No description.

Stack

Python pip

Updated: 2025-07-11
Lists: 1 list mention
First commit: 2025-06-23
History: 7 history points
License: MIT
Issues: 2 open

stars

Forks: 11
Commits: 9 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

gwbischof/outsource-mcp

Give your AI assistant its own AI assistants.

AI dev

Stack

Python pytest uv

Updated: 2025-05-28
Lists: 1 list mention
First commit: 2025-05-27
History: 7 history points
License: MIT
Issues: 3 open

stars

Forks: 6
Commits: 31 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

ammawla/encode-toolkit

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

AI dev

Stack

Python pytest npm PEP 517

GitHub topics

#ai #ai-agents #ai-bio #bioinformatics #bioinformatics-tool #claude

Updated: 2026-07-26
Lists: 1 list mention
First commit: 2026-03-08
History: 8 history points
License: AGPL-3.0
Issues: 2 open

stars

Forks: 5
Commits: 53 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

arvindand/maven-tools-mcp

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.

AI dev

Stack

Java pytest Spring Boot Maven PEP 517 pip

GitHub topics

#ai-tools #dependency-management #developer-tools #docker #graalvm #gradle

Updated: 2026-07-13
Lists: 1 list mention
First commit: 2025-06-06
History: 8 history points
License: MIT
Issues: 0 open

stars

Forks: 7
Commits: 238 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

ddukbg/github-enterprise-mcp

github-enterprise-mcp

Stack

TypeScript Express npm

Updated: 2025-09-14
Lists: 1 list mention
First commit: 2025-03-24
History: 8 history points
License: Unknown
Issues: 1 open

stars

Forks: 13
Commits: 46 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

ferdousbhai/wsb-analyst-mcp

MCP server for analyzing WallStreetBets

Stack

Python Starlette PEP 517 uv

Updated: 2025-09-21
Lists: 1 list mention
First commit: 2025-04-26
History: 8 history points
License: MIT
Issues: 0 open

stars

Forks: 8
Commits: 16 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

GreptimeTeam/greptimedb-mcp-server

A Model Context Protocol (MCP) server for GreptimeDB

Stack

Python uv

GitHub topics

#greptimedb #mcp-server #observability #observability-data #time-series-analysis

Updated: 2026-07-01
Lists: 1 list mention
First commit: 2025-03-12
History: 7 history points
License: MIT
Issues: 5 open

stars

Forks: 13
Commits: 101 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

hijaz/postmancer

An experimental MCP server Rest Client intended to be a replacement of tools postman & insomnia

Stack

TypeScript Express npm

GitHub topics

#insomnia #mcp #postman #rest-client

Updated: 2025-08-19
Lists: 1 list mention
First commit: 2025-03-30
History: 7 history points
License: MIT
Issues: 1 open

stars

Forks: 6
Commits: 7 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

GitHub

hileamlakB/Python-Runtime-Interpreter-MCP-Server

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.

Stack

Python pytest PEP 517 pip

GitHub topics

#agents #docker #fastmcp #llm #mcp #mcp-server

Updated: 2025-10-15
Lists: 1 list mention
First commit: 2025-06-26
History: 7 history points
License: MIT
Issues: 12 open

stars

Forks: 18
Commits: 48 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

GitHub

Pyx-Corp/spectrawl

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

Stack

JavaScript npm

GitHub topics

#ai-agents #browser-automation #mcp #mcp-server #model-context-protocol #nodejs

Updated: 2026-03-14
Lists: 1 list mention
First commit: 2026-03-09
History: 9 history points
License: MIT
Issues: 8 open

stars

Forks: 6
Commits: 53 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

cqfn/aibolit-mcp-server

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

Stack

TypeScript Express npm

GitHub topics

#ai #mcp-server #refactoring

Updated: 2026-04-07
Lists: 1 list mention
First commit: 2025-05-12
History: 8 history points
License: MIT
Issues: 16 open

stars

Forks: 9
Commits: 54 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

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