MCP Server Quality Scores
Independent quality analysis of 68948 public MCP servers
Last updated 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 67751 |
supstack
Claim
Evidence-based supplement research, dosing, safety, and interactions as agent-c…
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| 67752 |
MCP Europe Tools
Claim
Essential European data validation and formatting tools for AI agents. Validate…
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| 67753 |
GitHub MCP Server
Claim
Enables AI assistants to perform GitHub operations such as creating repositorie…
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| 67754 |
Yahoo Finance MCP Server
Claim
MCP server that exposes Yahoo Finance data through tools for searching instrume…
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| 67755 |
A Model Context Protocol server that exposes Python Rope refactoring capabiliti…
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| 67756 |
codegraphcontext-mcp
Claim
A paid remote MCP for code graph MCP for AI coding, built to return verdicts, r…
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| 67757 |
qmcp
Claim
Semantic search server for code and documentation using Qdrant vector database.…
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| 67758 |
ppdiary
Claim
Enables AI-assisted diary management through natural language, allowing you to …
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| 67759 |
An MCP server for image generation, editing, and analysis using OpenAI's gpt-im…
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| 67760 |
CentralOps MCP Server
Claim
Exposes a curated subset of the CentralOps HTTP API as typed tools for Claude C…
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| 67761 |
abc
Claim
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| 67762 |
OpenContext
Claim
Enables querying open data platforms like CKAN via natural language. Provides a…
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| 67763 |
cxdb-mcp
Claim
A Model Context Protocol (MCP) server that gives Claude direct, read-only acces…
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| 67764 |
devx-mcp-allinone
Claim
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| 67765 |
Atako
Claim
Remote MCP server to run your Atako AI agents: chat, projects, files, integrati…
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| 67766 |
StoryLenses MCP Server
Claim
AI cover letter generation for agents. 5 composable tools that analyze job post…
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| 67767 |
trae-memory
Claim
智能记忆系统,为TRAE IDE提供自动对话记录、上下文恢复和任务管理功能。
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| 67768 |
macOS Calendar & Reminders MCP server (24 tools). Native Swift EventKit, iCloud…
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| 67769 |
Pallas Athena Tools
Claim
athenahealth DataView, API, and workflow tools for Claude Code with learning lo…
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| 67770 |
Unphurl
Claim
URL intelligence for AI agents. One URL in, structured security and data qualit…
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| 67771 |
Codebeamer MCP Server
Claim
Enables efficient interaction with Codebeamer V3 APIs by consolidating 30+ indi…
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| 67772 |
Easy8
Claim
Connect AI assistants to Easy8 — read and update projects, issues, and comments.
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| 67773 |
re-patch
Claim
MCP server for on-disk patching of binary artifacts with SHA-256 manifest, byte…
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| 67774 |
ai-workers-mcp
Claim
Routes commodity NLP tasks like summarization and translation to free-tier LLMs…
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| 67775 |
mcp-server-starter
Claim
A small but real MCP server (FastMCP) with inventory management tools and a des…
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| 67776 |
feedback-magic
Claim
Create Feedback Magic widgets — feedback, surveys, changelog, roadmap — from yo…
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| 67777 |
Provides comprehensive management of Google Apps Script projects via clasp CLI,…
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| 67778 |
SkillSearch
Claim
Indexes every skill across all installed plugins and enables the agent to find …
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| 67779 |
ohos-mcp-unofficial
Claim
Brings HarmonyOS and OpenHarmony English documentation to AI assistants for ins…
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| 67780 |
Ebay MCP Server
Claim
Enables searching eBay for auctions by providing a query and number of results,…
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| 67781 |
trw-mcp
Claim
MCP server providing persistent engineering memory and spec-driven development …
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| 67782 |
Kokoro MCP Server
Claim
Provides text-to-speech generation using the Kokoro-82M model, enabling AI assi…
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| 67783 |
Smart Reader MCP
Claim
Sniff format and delegate to Sylphx Reader siblings for unified media read.
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| 67784 |
desktop-touch-mcp
Claim
Allows AI clients to see and control Windows 10/11 desktops via MCP, with scree…
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| 67785 |
callable
Claim
API for AI agents to delegate tasks to real humans.
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| 67786 |
Provides comprehensive git tooling via MCP, including status, diffs, commits, b…
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| 67787 |
Provides a 'scan_website' tool to analyze target websites for security vulnerab…
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| 67788 |
magic-mcp
Claim
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| 67789 |
Enables deployment of a remote MCP server on Cloudflare Workers without authent…
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| 67790 |
nexus-legal-mcp
Claim
Multi-jurisdictional legal analysis (ISO 31000) for Spanish, Latin American and…
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| 67791 |
PCAP MCP Server
Claim
Enables Wireshark-like PCAP analysis through tshark, providing tools for filter…
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| 67792 |
openapi-mcp-bridge
Claim
Turns any OpenAPI/Swagger API into MCP tools, enabling AI assistants to call RE…
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| 67793 |
simplybook-mcp
Claim
Enables natural language interaction with SimplyBook.me API to manage bookings,…
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| 67794 |
proofite
Claim
Read your AI-written daily briefing and retune the filter behind it: feeds, new…
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| 67795 |
abr-mcp
Claim
Enables querying and searching the Japanese Address Base Registry (ABR) data de…
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| 67796 |
Provides AI agents with a comprehensive web intelligence stack including crawli…
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| 67797 |
google-health-mcp
Claim
An MCP server that connects AI clients to the Google Health API, enabling natur…
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| 67798 |
Kratos-MCP
Claim
A memory system for AI coding tools that stores and retrieves codebase context …
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| 67799 |
mettle-mcp
Claim
Inverse Turing test — let an AI agent verify its own substrate and earn a crede…
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| 67800 |
A secure, sandboxed MCP server that provides Void Editor with safe filesystem a…
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