MCP Server Quality Scores
Independent quality analysis of 43430 public MCP servers
Last updated 1 hour, 11 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38451 |
cocoon
Claim
An MCP server that provides a single tool for discovering, auto-installing, san…
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| 38452 |
MCP MySQL Server
Claim
A MCP MySQL server with DDL support, permission control and operation logs.
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| 38453 |
django-mcp
Claim
Integrates MCP tool hosting into Django applications, enabling easy definition …
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| 38454 |
mcp-aemps
Claim
Enables AI agents to query the official Spanish AEMPS/CIMA registry for real-ti…
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| 38455 |
MCP server for AGDEL. Agents can create, buy, deliver, reveal, and settle signa…
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| 38456 |
consciousness MCP server
Claim
A pluggable vector memory server for semantic search and long-term memory, with…
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| 38457 |
estonian-mcp
Claim
An MCP server that integrates EstNLTK to provide Estonian language tools (morph…
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| 38458 |
A Playwright-based MCP server that prioritizes browser observation over automat…
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| 38459 |
MCP TDCC
Claim
MCP server for TDCC OpenData, enabling natural language query of Taiwan securit…
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| 38460 |
BookStack MCP Server
Claim
Enables AI assistants to manage BookStack knowledge bases with tools for creati…
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| 38461 |
pwndbg-mcp
Claim
An MCP tool that enables AI agents to debug ELF binaries, particularly for CTF …
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| 38462 |
talos-mcp-server
Claim
MCP server that enables interaction with Talos Linux clusters via gRPC API, sup…
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| 38463 |
mcp-server-jis
Claim
MCP server for jis: bilateral intent identity verification. Enables users to ve…
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| 38464 |
opensearch-mcp-server-py
Claim
MCP server for OpenSearch that enables AI assistants to interact with OpenSearc…
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| 38465 |
GenLayer MCP Server
Claim
A comprehensive MCP server for generating sophisticated GenLayer Intelligent Co…
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| 38466 |
CBETA MCP Server
Claim
Provides access to the Chinese Buddhist Electronic Text Association (CBETA) onl…
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| 38467 |
mcp-roadmapsh
Claim
MCP server for roadmap.sh: roadmaps, best practices, interview questions, proje…
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| 38468 |
hive-mcp-mark
Claim
MCP server for trademark first-use attestation with post-quantum dual-signed re…
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| 38469 |
taxlaw-nts-mcp
Claim
Enables searching and retrieving tax law data from the Korean National Tax Serv…
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| 38470 |
graphql-to-mcp
Claim
Turn any GraphQL API into MCP tools. Auto-introspection, flat schemas for LLM c…
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| 38471 |
theagora
Claim
AI agent marketplace. 27 tools for buying and selling services with atomic escr…
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| 38472 |
mcpmax
Claim
Italian automotive platform, AI-ready
Cross-dealer semantic search across 100+ …
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| 38473 |
Futurykon MCP Server
Claim
Connects AI agents to the Futurykon prediction platform, enabling them to query…
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| 38474 |
PostgreSQL MCP Server
Claim
Enables users to perform SQL query execution, schema exploration, and performan…
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| 38475 |
Cyphrex
Claim
Blockchain SSN for AI agents. MCP-native identity, behavior enforcement, and im…
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| 38476 |
Enables deployment and management of GPU workloads across multiple cloud provid…
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| 38477 |
biorxiv-mcp-server
Claim
Search and retrieve bioRxiv and medRxiv preprints — by DOI, date interval, or k…
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| 38478 |
vocametrix
Claim
Official MCP server for the Vocametrix voice analysis API. Gives AI assistants …
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| 38479 |
tenderapi-mcp
Claim
MCP server for French (BOAMP) + EU (TED) public procurement data via TenderAPI.
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| 38480 |
advanced-gmail-mcp
Claim
A Gmail MCP server for Claude Code that enables full email management across mu…
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| 38481 |
Tessera MCP Server
Claim
MCP server for Tessera's LLM cost-optimization layer. Anchored spend, drift det…
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| 38482 |
bazi
Claim
生成八字排盘,支持公历或农历输入。根据八字反推可能的公历时间,帮助定位出生时刻。查询指定日期的黄历宜忌与节气,辅助择日与规划。
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| 38483 |
Hyperbrowser MCP Server
Claim
Provides tools to scrape, extract structured data, and crawl webpages, with acc…
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| 38484 |
A2A Governance Bridge MCP server. Tools: verify agent compliance, authorize a2a…
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| 38485 |
Secure, read-only access to Amazon Redshift with schema introspection and smart…
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| 38486 |
riocloud-reader
Claim
Enables AI agents to fetch and digest content from 30+ platforms (Twitter, YouT…
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| 38487 |
AskMia eSIM MCP Server
Claim
## AskMia eSIM MCP Server
AskMia MCP Server enables AI agents to search and se…
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| 38488 |
mnemory
Claim
Self-hosted MCP server giving AI agents persistent memory for personalization a…
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| 38489 |
composer-trade-mcp
Claim
Enables MCP-enabled LLMs to create, backtest, and trade automated investing str…
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| 38490 |
Product Hunt MCP Server
Claim
Provides access to Product Hunt data via the Product Hunt API v2, enabling quer…
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| 38491 |
leafengines-mcp-server
Claim
LeafEngines is an agricultural intelligence MCP server that provides comprehens…
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| 38492 |
MCP adapter for Agent_Sudo: authorization, delegation, provenance, and audit fo…
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| 38493 |
保险产品搜索、推荐、保费试算、核保预检。覆盖65家保司483款产品。China insurance MCP server.
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| 38494 |
genable
Claim
Write-side MCP for Figma — complements Figma's official read-only MCP. 41 tools…
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| 38495 |
Deep Dive MCP Server
Claim
Provide a customizable MCP server implementation that integrates with Claude De…
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| 38496 |
Base DEX meta-router. Races 0x, ParaSwap, Aerodrome & Uniswap V3. Best quote. X…
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| 38497 |
mk-qa-master
Claim
AI 測試大師 — end-to-end QA loop over MCP. Drives pytest / Jest / Cypress / Go / Ma…
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| 38498 |
Code Context Engine
Claim
Index your codebase. AI searches instead of re-reading files. 94% token savings.
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| 38499 |
A unified MCP server for querying and managing multiple database types (Postgre…
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| 38500 |
lighter-mcp
Claim
MCP server for [Lighter](https://lighter.xyz) — a zero-fee zk-rollup perpetual …
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