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Awesome Mcp Servers

A collection of MCP servers.

punkpeye/awesome-mcp-servers #ai #mcp

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List stars: 90,869
README repos: 3,035
Indexed repos: 836
List commits: 6,630
Forks: 13,121
Open issues: 2,700

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Latest scan 2026-07-17 10:49

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17 repos matching these filters.

Package manager: gradle

Latest repo push 2026-07-17

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openclaw/openclaw

Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞

AI dev

Stack

TypeScript Express Vite Gradle npm PEP 517

GitHub topics

#ai #assistant #crustacean #molty #openclaw #own-your-data

Updated: 2026-07-17
Lists: 9 list mentions
First commit: 2025-11-24
License: NOASSERTION
Issues: 6,791 open

383,183

stars

Forks: 80,478
Commits: 69,629 commits
Star growth, last 7 days: +659 +0.2%
Commit velocity, last 7 days: +3,489 +5.3%

Website GitHub

oraios/serena

A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent

AI dev

Stack

Python Cargo Dart Pub .NET SDK

GitHub topics

#agent #ai #ai-coding #claude #claude-code #codex

Updated: 2026-07-14
Lists: 4 list mentions
First commit: 2025-03-23
License: MIT
Issues: 119 open

26,463

stars

Forks: 1,759
Commits: 3,083 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

cr7258/elasticsearch-mcp-server

A Model Context Protocol (MCP) server implementation that provides Elasticsearch and OpenSearch interaction.

Stack

Python pytest Spring Boot Starlette Gradle uv

Updated: 2026-05-22
Lists: 1 list mention
First commit: 2025-01-09
License: Apache-2.0
Issues: 9 open

299

stars

Forks: 62
Commits: 182 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

GitHub

hechtcarmel/jetbrains-index-mcp-plugin

A Jetbrains IDE IntelliJ plugin aimed to provide coding agents the ability to leverage intelliJ's indexing of the codebase

AI dev

Stack

Kotlin Gradle

Updated: 2026-07-02
Lists: 1 list mention
First commit: 2025-11-25
License: MIT
Issues: 19 open

276

stars

Forks: 63
Commits: 239 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

13bm/GhidraMCP

Active Socket based MCP Server for Ghidra

Stack

Java Go modules Gradle

Updated: 2026-06-06
Lists: 1 list mention
First commit: 2025-03-24
License: Apache-2.0
Issues: 3 open

125

stars

Forks: 20
Commits: 24 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

hechtcarmel/jetbrains-debugger-mcp-plugin

No description.

AI dev

Stack

Kotlin Gradle

Updated: 2026-06-10
Lists: 1 list mention
First commit: 2025-12-01
License: MIT
Issues: 8 open

stars

Forks: 18
Commits: 101 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

blackwell-systems/agent-lsp

MCP server that orchestrates language servers into agent-native workflows. 65 tools, 30 CI-verified languages.

AI dev

Stack

Go Cargo Dart Pub .NET SDK

GitHub topics

#agentskills #ai-agents #ai-tooling #claude #claude-code #code-intelligence

Updated: 2026-07-09
Lists: 2 list mentions
First commit: 2026-04-06
License: MIT
Issues: 1 open

stars

Forks: 3
Commits: 1,424 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

depwire/depwire

The missing context layer for AI-assisted refactoring

Stack

TypeScript Express Vite Go modules Gradle Maven

GitHub topics

#ai-coding-assistant #arc-diagram #cli #code-analysis #dead-code #dependency-graph

Updated: 2026-07-14
Lists: 1 list mention
First commit: 2026-02-21
License: NOASSERTION
Issues: 0 open

stars

Forks: 6
Commits: 275 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

AceDataCloud/SunoMCP

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

AI dev

Stack

Python pytest Starlette Gradle npm PEP 517

GitHub topics

#ai-music #developer-tools #mcp-server #model-context-protocol #music-generation #suno-api

Updated: 2026-06-21
Lists: 1 list mention
First commit: 2026-01-21
License: MIT
Issues: 4 open

stars

Forks: 3
Commits: 162 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

gemy411/multi-agents-research

a KTOR server/ MCP server written in Kotlin applying multi-agents schools in a flexible research system to be used with coding or for research any general

Stack

Kotlin Gradle

Updated: 2026-03-19
Lists: 1 list mention
First commit: 2025-08-01
License: MIT
Issues: 1 open

stars

Forks: 4
Commits: 43 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

GitHub

AceDataCloud/NanoBananaMCP

MCP server for Nano Banana AI image generation and editing via Ace Data Cloud.

AI dev

Stack

Python pytest Gradle npm PEP 517

GitHub topics

#ai-image #developer-tools #image-editing #image-generation #mcp-server #model-context-protocol

Updated: 2026-07-05
Lists: 1 list mention
First commit: 2026-01-22
License: MIT
Issues: 7 open

stars

Forks: 1
Commits: 127 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

ddsky/gamebrain-api-clients

No description.

Stack

Java Android pytest Qt Bundler Cargo CMake

Updated: 2025-12-01
Lists: 1 list mention
First commit: 2025-05-15
License: Apache-2.0
Issues: 1 open

stars

Forks: 3
Commits: 17 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

GitHub

Auctalis/nocturnusai

Verified knowledge for AI agents. Compress context, extract and store facts, define rules, and ask questions — get deterministic answers with proof, not LLM guesses. Connect agents via MCP, Python SDK, TypeSc

AI dev

Stack

Kotlin Astro Express Jupyter Ktor Gradle npm PEP 517

GitHub topics

#agentic-ai #agents #ai-agents #ai-memory #backward-chaining #context-engineering

Updated: 2026-04-17
Lists: 1 list mention
First commit: 2026-02-04
License: NOASSERTION
Issues: 0 open

stars

Forks: 0
Commits: 280 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

AceDataCloud/FluxMCP

MCP server for Flux AI image generation and editing via Ace Data Cloud.

AI dev

Stack

Python pytest Gradle npm PEP 517

GitHub topics

#ai-image #developer-tools #flux-api #image-generation #mcp-server #model-context-protocol

Updated: 2026-06-21
Lists: 1 list mention
First commit: 2026-03-08
License: MIT
Issues: 2 open

stars

Forks: 0
Commits: 97 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

AceDataCloud/SeedreamMCP

MCP server for ByteDance Seedream image generation and editing via Ace Data Cloud.

AI dev

Stack

Python pytest Gradle npm PEP 517

GitHub topics

#ai-image #developer-tools #image-generation #mcp-server #model-context-protocol #seedream

Updated: 2026-06-21
Lists: 1 list mention
First commit: 2026-03-08
License: MIT
Issues: 3 open

stars

Forks: 0
Commits: 101 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

AceDataCloud/ShortURLMCP

MCP server for short URL creation and management through Ace Data Cloud.

AI dev

Stack

Python pytest Gradle npm PEP 517

GitHub topics

#api-tooling #automation #developer-tools #mcp-server #model-context-protocol #url-shortener

Updated: 2026-07-05
Lists: 1 list mention
First commit: 2026-03-08
License: MIT
Issues: 8 open

stars

Forks: 0
Commits: 82 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

AceDataCloud/SerpMCP

MCP server for Google SERP search, images, news, maps, and knowledge graph results.

AI dev

Stack

Python pytest Gradle npm PEP 517

GitHub topics

#developer-tools #google-search #mcp-server #model-context-protocol #serp-api #web-search

Updated: 2026-06-21
Lists: 1 list mention
First commit: 2026-01-24
License: MIT
Issues: 3 open

stars

Forks: 0
Commits: 108 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

Activity

Default branch: main
Last pushed: 2026-07-13
GitHub updated: 2026-07-17
Created: 2024-11-30
First commit: -
Last scanned: 2026-07-17 10:49
Watchers: 38

Indexed repo mix

Repo stars: 1,392,316
Repo forks: 189,975
Active: 826
Archived: 10

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TypeScript (303) Python (294) JavaScript (110) Go (59) Rust (27) Java (9) C# (8) HTML (4) Kotlin (4) C (2) Shell (2) Dockerfile (1)

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