MCP Server Quality Scores
Independent quality analysis of 64698 public MCP servers
Last updated 1 hour, 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34751 |
Astron MCP
Claim
An MCP server that wraps multiple vendors' Coding Plan services (iFlytek Spark,…
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| 34752 |
mcp-ado-browser
Claim
Provides read-only access to Azure DevOps using your browser session, no PAT re…
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| 34753 |
mysql_mcp
Claim
A production-grade MCP server that connects Claude to multiple MySQL Docker con…
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| 34754 |
local-git-mcp
Claim
A lightweight MCP server that handles git operations on behalf of AI coding ass…
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| 34755 |
pointcloud-mcp
Claim
World's first MCP server for point cloud (LAS/LAZ) data, enabling natural langu…
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| 34756 |
Fetches and analyzes website content to provide business context to AI agents, …
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| 34757 |
Jules MCP Server
Claim
Enables LLMs to create and manage Google Jules coding sessions programmatically.
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| 34758 |
mcp-ia-web
Claim
MCP server that provides AI access to a local terminal, enabling command execut…
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| 34759 |
FC 26 MCP
Claim
Two MCP servers for EA SPORTS FC 26: one parses and edits squad files, another …
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| 34760 |
opendata-campus-mcp
Claim
教育資源導航 MCP,可透過 TWCampus 目錄路由至台灣官方教育平台,即時搜尋與讀取公開學習資源。
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| 34761 |
Provena
Claim
Enables tracking and querying the provenance of AI-generated code, showing whic…
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| 34762 |
aion
Claim
A shared working-state layer for AI coding tools that provides a persistent not…
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| 34763 |
Promptbook MCP
Claim
A server that stores and semantically searches AI prompts via RAG, enabling dev…
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| 34764 |
A Word document processing MCP server that exposes a single tool (docx_process)…
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| 34765 |
Prisme.ai MCP Plugin
Claim
Provides Prisme.ai tools for workspaces, automations, apps, events, files, AI K…
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| 34766 |
homelab-mcp
Claim
MCP server giving AI assistants full control of a Proxmox homelab, enabling man…
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| 34767 |
Kubeflow MCP Server
Claim
Enables AI agents to plan, submit, monitor, and manage Kubeflow training jobs t…
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| 34768 |
google-maps-mcp
Claim
A TypeScript MCP server that exposes Google Maps Platform APIs as tools for LLM…
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| 34769 |
Prism
Claim
Intelligence layer for AI that enables querying across revenue, errors, identit…
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| 34770 |
math-logic-mcp
Claim
MCP server that gives small LLMs verified symbolic-math & logic tools.
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| 34771 |
singlefile-mcp
Claim
An MCP server for intelligent web content extraction from JavaScript-heavy site…
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| 34772 |
RSSHub MCP Server
Claim
A Model Context Protocol server for RSSHub that enables AI assistants to access…
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| 34773 |
Superior Browser MCP
Claim
Enables AI-powered browser automation with real profiles, supporting interactio…
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| 34774 |
surfagent-x
Claim
X adapter for SurfAgent that gives AI agents X-native verbs for navigation, ext…
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| 34775 |
mcp-chatgpt-bridge
Claim
MCP server that lets Claude Code consult ChatGPT for a second opinion mid-task,…
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| 34776 |
Mobus
Claim
Search, preview, and analyze datasets from 20+ platforms via a single MCP conne…
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| 34777 |
MCP Project Guard
Claim
This MCP server automatically analyzes project architecture and finds similar c…
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| 34778 |
Agente Finnegans
Claim
Unified MCP server enabling leaders to query and modify Finnegans data via natu…
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| 34779 |
Seta MCP
Claim
Enables Salesforce developers to create code and configuration using local docu…
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| 34780 |
gitlab-mcp-server
Claim
A read-only MCP server for self-hosted GitLab, enabling listing projects, inspe…
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| 34781 |
Meetup Coordinator MCP
Claim
Analyzes KakaoTalk group chat texts to extract availability, rank options, draf…
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| 34782 |
Solarium
Claim
A knowledge base MCP server backed by Qdrant vector database with local embeddi…
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| 34783 |
joplin-mcp
Claim
Model Context Protocol (MCP) server for Joplin note-taking app, enabling AI to …
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| 34784 |
EDB Debugger MCP
Claim
Exposes Evan's Debugger (EDB) features as MCP tools, enabling AI-driven debuggi…
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| 34785 |
Bluesky MCP Server
Claim
Enables search, reading, and posting to Bluesky from any MCP client; features 1…
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| 34786 |
GPS
Claim
Provides sub-millisecond access to organizational and engineering data by pre-m…
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| 34787 |
AgentOS
Claim
MCP server providing persistent memory, goal tracking, self-reflection, and bac…
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| 34788 |
noit-mcp-server
Claim
An MCP server that enables AI agents to manage STAR-pattern architecture diagra…
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| 34789 |
Harness Research MCP
Claim
Enables AI agents to perform professional-grade deep research by aggregating re…
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| 34790 |
AgenSysAdmin
Claim
MCP server for remote Linux server administration via SSH, integrating with Cla…
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| 34791 |
github-stars-mcp
Claim
Analyzes and compares GitHub repositories, tracks star growth, and offers AI-po…
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| 34792 |
MCP server exposing 30 tools for League of Legends player analysis, match revie…
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| 34793 |
mcp-systemctl
Claim
An MCP server that reports on and manages systemd services using systemctl and …
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| 34794 |
MT5 MCP Server
Claim
Enables interaction with MetaTrader 5 for market data, technical analysis, Fibo…
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| 34795 |
mcp-compliance-validator
Claim
A comprehensive security validation system for MCP server implementations, prov…
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| 34796 |
Dual Water Tank MCP
Claim
Fits a lithium-ion full-cell dual-water-tank model from charge/discharge voltag…
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| 34797 |
tdsql-mcp
Claim
An MCP server that turns Teradata Vantage into a full-stack analytics agent pla…
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| 34798 |
X API FastMCP Server
Claim
A local MCP server that exposes the X API (formerly Twitter API) as tools, enab…
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| 34799 |
ctbcsec-api-mcp-server
Claim
Enables LLMs to interact with CTBC Securities CTS Trading API for stock, future…
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| 34800 |
cc-agent
Claim
MCP server that spawns autonomous Claude Code agents in GitHub repos, enabling …
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