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1715 servers in this category

# Server Status Score Grade Schema Protocol Reliability Maint. Security Lang
751 Personal JIRA MCP
An MCP server that enables AI assistants to interact with JIRA, allowing for qu…
 61 C 47 43 — 46 81
752 Docker Explorer
A Model Context Protocol server that provides tools for interacting with Docker…
 61 C 45 50 — 39 74
753 Aptos NPM MCP
Enables users to manage API keys and perform Aptos Build actions through MCP-co…
 61 C 56 82 — 31 81
754 langfuse-mcp-java
Query Langfuse traces, debug exceptions, analyze sessions, scores, datasets, sc…
 61 C 58 — — 39 81
755 PyGithub MCP Server
Enables AI assistants to interact with GitHub through the PyGithub library, pro…
 61 C 48 68 — 45 82
756 MCP-Server
A Model Context Protocol implementation that enables large language models to c…
 61 C 66 55 — 25 81
757 debugpy-mcp
An MCP server that enables agents to attach debugpy to running Python processes…
 61 C 45 62 — 30 87
758 GitHub Integration MCP Server
Extracts diffs from GitHub Pull Requests, allowing users to retrieve and analyz…
 61 C 72 33 — 13 81
759 Suppr-MCP (超能文献)
# **Suppr MCP - README.md** ```markdown # Suppr MCP <div align="center"> [![…
 60 C 72 67 — 26 95
760 Barebones MCP Server
A minimal, dockerized template for creating HTTP-based Model Context Protocol s…
 60 C 60 35 — 16 81
761 x402-discovery-mcp
Runtime discovery layer for x402-payable APIs. Agents discover and route to pay…
 60 C 66 63 — 68 81
762 Linear Regression MCP
An MCP server that enables Claude to train a linear regression model by simply …
 60 C 47 40 — 24 92
763 apistatuscheck-mcp-server
Check real-time operational status of 114+ cloud services and APIs (AWS, GitHub…
 60 C 66 — — 62 81
764 GitHub Repo Explainer MCP
Enables AI assistants to access live GitHub repository data without cloning, su…
 60 C 64 — — 25 81
765 Jira MCP
Enables control and interaction with Jira through the Jira Command Line interfa…
 60 C 72 61 — 74 67
766 MCP Releases Server
An MCP server that provides GitHub release information through the Model Contex…
 60 C 47 46 — 29 82
767 K8gentS — Kubernetes RCA MCP Server
Kubernetes RCA agent that sandboxes its own AI with OPA Gatekeeper. MCP-ready f…
 60 C 62 — — 27 83
768 Velero MCP Server
Provides read-only access to Velero backup and schedule resources in Kubernetes…
 60 C 42 55 — 31 81
769 test-server
just a test of glama
 60 C 50 — — 30 95
770 Test MCP Feb 5 MCP Server
An MCP server that provides access to the Test MCP Feb 5 API, enabling AI agent…
 60 C 53 45 — 24 81
771 Remote Calculator MCP Server
A containerized MCP server deployed on Amazon EKS that provides a simple calcul…
 60 C 66 27 — 18 81
772 Test MCP Server Feb6 USDT
An MCP server that enables AI agents and LLMs to interact with the Test MCP Ser…
 60 C 57 41 — 24 81
773 GitLab Kanban MCP Server
A Model Context Protocol server that enables management of GitLab Kanban boards…
 60 C 65 56 — 19 81
774 Advanced MCP Server
Provides AI coding agents with a secure, sandboxed environment for executing co…
 60 C 84 40 — 26 76
775 k8m
Provides MCP multi-cluster Kubernetes management and operations, featuring a ma…
 60 C 54 32 — 82 81
776 GitHub PR Template Tools
A MCP server that provides tools for analyzing git changes and suggesting appro…
 60 C 53 28 — 42 95
777 welink
🔍微信聊天数据分析的本地化AI-agent(Docker/Windows/MacOS) · AI分身 / 大模型分析 / 好友排行 / 词云 / 情感趋势 /…
 60 C 84 — — 72 81
778 github-graphql-mcp-server
Unofficial GitHub MCP server that provides access to GitHub's GraphQL API, enab…
 60 C 60 41 — 23 78
779 NPM MCP Server
A Model Context Protocol server that allows AI models to fetch detailed informa…
 60 C 53 55 — 28 78
780 MCP Sandbox
An interactive Python code execution tool that allows users and LLMs to safely …
 59 C 56 38 — 63 81
781 pms-docker 59 C 54 — — 18 95
782 FRD Orchestrator
An MCP server that exposes structured Functional Requirements Documents (FRDs) …
 59 C 41 37 — 27 94
783 Astro Blog MCP Server
Enables automated blog post creation and management for Astro blogs deployed on…
 59 C 50 72 — 26 81
784 Weather MCP Server
Provides real-time weather information for any city worldwide using the Open-Me…
 59 C 56 35 — 19 82
785 cert-manager-mcp-server
mcp server for [cert-manager](https://github.com/cert-manager/cert-manager) man…
 59 C 51 22 — 47 82
786 git-mcp-server
MCP server for GitLab and GitHub
 59 C 65 35 — 50 83
787 Docker Build MCP Server
A TypeScript server that fully implements the Model Context Protocol (MCP) stan…
 59 C 78 48 — 29 80
788 Github MCP Server Java
A Java implementation of the GitHub MCP (Model Context Protocol) Server using S…
 59 C 54 — — 39 81
789 google-ads-mcp
MCP server for Google Ads API — 22 tools for campaigns, keywords, RSAs, assets,…
 59 C 45 — — 53 81
790 MCP Atlassian
Model Context Protocol server that integrates with Atlassian Confluence and Jir…
 59 C 48 43 — 54 92
791 Gurddy MCP Server
Enables solving Constraint Satisfaction Problems (CSP) like N-Queens, graph col…
 59 C 78 25 — 46 81
792 MCP Docker Sandbox Interpreter
A secure Docker-based environment that allows AI assistants to safely execute c…
 59 C 60 35 — 21 76
793 GitHub Copilot CLI MCP Server
Wraps the GitHub Copilot CLI to provide natural language command suggestions, e…
 59 C 60 31 — 24 81
794 MCP Atlassian
Enables AI assistants to interact with Atlassian products (Confluence and Jira)…
 59 C 60 46 — 46 81
795 MCP Kubernetes Server
A server that enables LLMs to manage Kubernetes clusters through natural langua…
 59 C 68 25 — 23 81
796 Bitbucket MCP Server
Enables LLMs to interact with Bitbucket repositories, primarily focusing on ret…
 59 C 54 — — 39 81
797 ContainerGuard MCP
Enables remote container security monitoring and management through Docker API …
 59 C 60 32 — 37 81
798 Jira MCP Server
Enables AI assistants to interact with Jira Cloud instances for comprehensive i…
 58 C 78 63 — 33 81
799 ikaliMCP Server
Provides a secure interface for AI assistants to interact with penetration test…
 58 C 60 31 — 21 95
800 mermaid-mcp
AI-powered Mermaid diagram generation with 22+ diagram types including flowchar…
 58 C 84 58 — 23 80
Showing 751–800 of 1715 servers
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