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#modelcontextprotocol (30 Repositories)

Ranked open-source repositories tagged with #modelcontextprotocol, scored by pull request acceptance likelihood and maintainer engagement velocity.

Topic Avg Merge Rate

55.7%

Avg Review Latency

116.9h

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30 repositories tagged #modelcontextprotocol

S TierTypeScript 2.2k 1 GFIs

MCPJam/inspector

Testing and evaluation platform to chat, inspect, and debug MCP servers, MCP apps, and ChatGPT apps.

78.9%
Merge Rate
17h
First Review
44%
1st-Timers
15
Maintainers
S TierTypeScript 348 1 GFIs

tableau/tableau-mcp

Tableau's official MCP Server. Helping agents see and understand data.

71.8%
Merge Rate
3h
First Review
50%
1st-Timers
29
Maintainers
A TierGo 1.1k

obot-platform/obot

Complete AI Governance Platform from Obot AI

82.1%
Merge Rate
17h
First Review
47%
1st-Timers
21
Maintainers
A TierPython 3.1k

snyk/agent-scan

Security scanner for AI agents, MCP servers and agent skills.

67.3%
Merge Rate
2h
First Review
80%
1st-Timers
10
Maintainers
A TierGo 2.1k 3 GFIs

containers/kubernetes-mcp-server

Model Context Protocol (MCP) server for Kubernetes and OpenShift

71.5%
Merge Rate
-
First Review
62%
1st-Timers
34
Maintainers
A TierC# 4.6k 6 GFIs

modelcontextprotocol/csharp-sdk

The official C# SDK for Model Context Protocol servers and clients. Maintained in collaboration with Microsoft.

68.2%
Merge Rate
17h
First Review
41%
1st-Timers
53
Maintainers
A TierTypeScript 2.9k

modelcontextprotocol/ext-apps

Official repo for spec & SDK of MCP Apps protocol - standard for UIs embedded AI chatbots, served by MCP servers

41.2%
Merge Rate
-
First Review
50%
1st-Timers
30
Maintainers
B TierPython 137

wso2/fhir-mcp-server

FHIR MCP Server – helping you expose any FHIR Server or API as a MCP Server.

66.7%
Merge Rate
4h
First Review
100%
1st-Timers
5
Maintainers
A TierTypeScript 131

ProfessionalWiki/MediaWiki-MCP-Server

Model Context Protocol (MCP) Server to connect your AI with any MediaWiki

79.2%
Merge Rate
-
First Review
100%
1st-Timers
2
Maintainers
A TierTypeScript 249

dataforseo/mcp-server-typescript

DataForSEO API modelcontextprotocol server

35.7%
Merge Rate
12h
First Review
33%
1st-Timers
3
Maintainers
A TierTypeScript 651

truffle-ai/dexto

Agent harness and tookit for building AI agents and agentic applications. CLI and SDKs included

74.1%
Merge Rate
-
First Review
50%
1st-Timers
4
Maintainers
A TierPython 9.8k 1 GFIs

awslabs/mcp

Open source MCP Servers for AWS

56.2%
Merge Rate
2d
First Review
49%
1st-Timers
74
Maintainers
A TierTypeScript 1.3k

basementstudio/xmcp

The TypeScript MCP framework

64.1%
Merge Rate
-
First Review
50%
1st-Timers
2
Maintainers
B TierJUJupyter Notebook 17.4k

microsoft/mcp-for-beginners

This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.

57.9%
Merge Rate
16h
First Review
100%
1st-Timers
3
Maintainers
B TierPython 11.1k

mrexodia/ida-pro-mcp

AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.

52.7%
Merge Rate
1d
First Review
31%
1st-Timers
23
Maintainers
B TierGo 417

burugo/one-mcp

A centralized reverse-proxy platform for MCP servers — manage, group, and export as Skills from a single endpoint.

100.0%
Merge Rate
<1h
First Review
0%
1st-Timers
0
Maintainers
B TierTypeScript 949

bgauryy/octocode

Code research platform for AI agents; find, understand, and prove context across your code and all of GitHub, in a fraction of the tokens. One toolset, MCP or CLI

75.0%
Merge Rate
21d
First Review
100%
1st-Timers
0
Maintainers
B TierTypeScript 526

anyproto/anytype-mcp

An MCP server enabling AI assistants to interact with Anytype - your encrypted, local and collaborative wiki - to organize objects, lists, and more through natural language.

66.7%
Merge Rate
21d
First Review
100%
1st-Timers
1
Maintainers
B TierJavaScript 2.7k

brightdata/brightdata-mcp

A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.

13.0%
Merge Rate
14d
First Review
33%
1st-Timers
2
Maintainers
B TierTypeScript 712

rekog-labs/MCP-Nest

A NestJS module to effortlessly create Model Context Protocol (MCP) servers for exposing AI tools, resources, and prompts.

50.0%
Merge Rate
5h
First Review
0%
1st-Timers
2
Maintainers
B TierPython 195

meilisearch/meilisearch-mcp

A Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfaces.

100.0%
Merge Rate
-
First Review
0%
1st-Timers
1
Maintainers
B TierTypeScript 3.4k

metorial/metorial

Connect any AI model to 1200+ integrations (MCP, CLI, API)

64.3%
Merge Rate
6d
First Review
50%
1st-Timers
0
Maintainers
B TierJava 461

opensolon/solon-ai

Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java26. It can also be embedded in SpringBoot, jFinal, Vert.x, Quarkus, and other frameworks.

100.0%
Merge Rate
16d
First Review
0%
1st-Timers
0
Maintainers
B TierGo 332

mattt/emcee

MCP generator for OpenAPIs 🫳🎤💥

0.0%
Merge Rate
-
First Review
0%
1st-Timers
1
Maintainers
B TierTypeScript 3.0k

Jpisnice/shadcn-ui-mcp-server

A mcp server to allow LLMS gain context about shadcn ui component structure,usage and installation,compaitable with react,svelte 5,vue & React Native

100.0%
Merge Rate
46d
First Review
0%
1st-Timers
1
Maintainers
C TierTypeScript 585

spences10/mcp-sequentialthinking-tools

🧠 An adaptation of the MCP Sequential Thinking Server to guide tool usage. This server provides recommendations for which MCP tools would be most effective at each stage.

35.0%
Merge Rate
12d
First Review
0%
1st-Timers
0
Maintainers
C TierPython 345

getagentseal/agentseal

Security toolkit for AI agents. Scan your machine for dangerous skills and MCP configs, monitor for supply chain attacks, test prompt injection resistance, and audit live MCP servers for tool poisoning.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierTypeScript 188

DMontgomery40/bambu-printer-mcp

MCP server for Bambu Lab 3D printers — STL manipulation, BambuStudio or FULU/orca slicing, Blender MCP integration, and direct printer control

0.0%
Merge Rate
<1h
First Review
0%
1st-Timers
0
Maintainers
D TierTypeScript 238

DMontgomery40/mcp-3D-printer-server

Connects MCP to major 3D printer APIs (Orca, FULU's Orca/Bambu, OctoPrint, Klipper, Duet, Repetier, Prusa, Creality). Control prints, monitor status, and perform advanced STL operations like scaling, rotation, sectional editing, and base extension. Includes slicing and visualization.

0.0%
Merge Rate
<1h
First Review
0%
1st-Timers
0
Maintainers
D TierPython 120

damionrashford/RivalSearchMCP

Deterministic research MCP server on FastMCP 3 — 5-engine web search, 9-platform social search, 6 academic DBs, news aggregation, entity profiles, conflict detection, document analysis. No API keys. No in-server LLM. Structured outputs for agent chaining.

0.0%
Merge Rate
4d
First Review
0%
1st-Timers
1
Maintainers
Best Modelcontextprotocol Open Source Repositories & C-Rank™ | GetMerged