MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 2 hours, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32001 |
FitNotes MCP Server
Claim
Enables analysis of FitNotes workout data through an LLM, providing insights on…
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| 32002 |
The Stall
Claim
x402 capability chassis: 170+ AI-callable, pay-per-call data tools (US/global e…
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| 32003 |
MCP Think Tool
Claim
Provides a no-op 'think' tool that enables Claude to decompose complex problems…
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| 32004 |
locus-mcp
Claim
MCP server for Locus, a local semantic dataspace manager powered by Ollama. It …
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| 32005 |
Enables compiling source code and exploring assembly outputs via the Godbolt Co…
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| 32006 |
YouTube MCP Server
Claim
Provides YouTube video search, comment analysis, AI-powered text tools, and con…
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| 32007 |
memos-mcp-server
Claim
Enables AI assistants to create, read, update, delete, and list memos via the M…
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| 32008 |
Zefix MCP
Claim
Enables AI assistants to search the Swiss Central Business Name Index (Zefix) f…
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| 32009 |
ai-hub
Claim
A self-hosted server providing shared memory, RAG document search, project maps…
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| 32010 |
A data governance agent that audits PostgreSQL databases through controlled MCP…
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| 32011 |
glm-vision-mcp-server
Claim
Enables Claude Code to analyze images using Zhipu AI's GLM-5V-Turbo vision mode…
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| 32012 |
loom-go
Claim
A thinking assistant MCP server that helps you reason through problems using st…
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| 32013 |
cert-study
Claim
Provides a local CBT exam system as MCP tools for Codex, managing study session…
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| 32014 |
mcp-sncf-navitia
Claim
MCP server for querying French railway services (SNCF) via the Navitia API, ena…
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| 32015 |
uspto_fpd_mcp
Claim
High-performance server that simplifies access to the USPTO Final Petition Deci…
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| 32016 |
MCP Long Context Reader
Claim
MCP Long Context Reader is a Python-based toolkit designed to overcome the cont…
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| 32017 |
mcp-gera-market
Claim
E-commerce marketplace: search products, order, track shipments. 50+ countries.
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| 32018 |
mcp_server_wechat
Claim
基于MCP技术,实现微信聊天记录获取和消息发送的自动化操作,支持获取指定日期的聊天记录、向单个或多个好友发送消息。
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| 32019 |
Agent Relay MCP
Claim
MCP client for AgentRelay, enabling local Codex agents to communicate with an A…
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| 32020 |
mcp-production-kit
Claim
A production-ready MCP server template with OAuth 2.1, RBAC, and audit logging …
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| 32021 |
webmcp-polyfill
Claim
Enables browsers to act as MCP servers by relaying tools, resources, and prompt…
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| 32022 |
solidtime-mcp-server
Claim
MCP server for SolidTime — the open-source time tracking app. Enables start/sto…
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| 32023 |
soundraw-game-bgm
Claim
Enables AI agents to generate dynamic game background music by analyzing game s…
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| 32024 |
gatepay-local-mcp
Claim
A local MCP server for handling X402 payment-protected HTTP endpoints, offering…
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| 32025 |
xhelio-cdaweb
Claim
NASA CDAWeb data access for heliophysics — browse observatories, inspect parame…
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| 32026 |
heu-mcp
Claim
HEU Legal e-signature MCP: manage HEU documents and PDFs, prompt signers, downl…
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| 32027 |
uptimepage
Claim
MCP server for Uptimepage uptime monitoring. An LLM client can read your monito…
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| 32028 |
MCP server for Linear that allows creating issues, adding comments, and listing…
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| 32029 |
MCP Sentinel
Claim
Runtime call-chain anomaly monitor for MCP servers that detects emergent attack…
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| 32030 |
Spec Kit UI MCP
Claim
交互式MCP服务器,通过可视化界面收集项目需求,自动生成Spec Kit 7条命令,专为Cursor编辑器优化。
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| 32031 |
kappa-eeg-checker-mcp
Claim
MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold opera…
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| 32032 |
SEO Insights MCP Server
Claim
Connects AI assistants to SEO APIs for backlinks analysis, keyword research, an…
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| 32033 |
Instagram MCP Server
Claim
Enables AI applications to interact with Instagram Business accounts programmat…
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| 32034 |
MCP Greeting Server
Claim
Provides time-aware greetings in multiple languages and timezones, with persona…
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| 32035 |
yandex-metrika-mcp
Claim
Read-only MCP server for Yandex Metrika analytics, enabling report retrieval vi…
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| 32036 |
spine-mcp
Claim
Local MCP server for automating Spine projects via the official CLI, enabling A…
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| 32037 |
Enables users to add, list, and summarize expenses, and exposes expense categor…
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| 32038 |
download-books-mcp
Claim
Enables agents to search and download books from LibGen and Z-Library via MCP t…
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| 32039 |
claude-intercom
Claim
Enables Claude Code sessions to communicate with each other, allowing discovery…
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| 32040 |
@ledgerproof/mcp-server
Claim
Let any MCP client issue and verify EU AI Act Article 50 transparency receipts …
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| 32041 |
leakguard-mcp
Claim
Static-analyzes Python code for lookahead bias and data leakage, preventing inv…
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| 32042 |
kokoro-tts
Claim
Enables AI agents to generate high-quality speech with 54+ voices in multiple l…
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| 32043 |
mcp-snapshot-filter
Claim
A proxy server that intercepts and filters content-heavy responses from chrome-…
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| 32044 |
Hedera MCP Server
Claim
Provides tools for AI assistants to interact with the Hedera blockchain, enabli…
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| 32045 |
mcp-wait
Claim
Provides a wait tool for AI agents to pause execution until a time duration ela…
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| 32046 |
yt-analytics-mcp
Claim
MCP server for YouTube channel deep analytics, extracting transcripts and compu…
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| 32047 |
ChatGPT MCP Plus
Claim
Enables AI assistants to send prompts to and receive responses from the ChatGPT…
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| 32048 |
inventree-mcp
Claim
Enables interaction with InvenTree inventory management system, providing tools…
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| 32049 |
dnomia-knowledge
Claim
Local knowledge engine for codebases with hybrid search, knowledge graph, and i…
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| 32050 |
mcp-fbi-artcrimes
Claim
Provides access to the FBI National Stolen Art File (free, no auth) for queryin…
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