MCP Server Quality Scores
Independent quality analysis of 61340 public MCP servers
Last updated 1 hour, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 61251 |
openclaw-usage-mcp
Claim
MCP server that reads local OpenClaw session files to provide token usage and c…
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| 61252 |
obsidian-pdf-evidence
Claim
Enables AI agents to extract PDF text, search with PDF++ citations, access vaul…
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| 61253 |
Allora MCP Server
Claim
Enables AI systems to fetch machine learning inferences and prediction market d…
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| 61254 |
mcp-polib
Claim
A Model Context Protocol server for reading, writing, and managing GNU Gettext …
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| 61255 |
pocketid-mcp
Claim
MCP server for managing Pocket ID instances, providing 57 tools for user manage…
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| 61256 |
mcp-github-pm
Claim
Enables GitHub project management from Claude, supporting issue creation, miles…
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| 61257 |
Salla MCP Server
Claim
Bridges AI assistants to Salla e-commerce stores for natural language operation…
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| 61258 |
claude-aws-mcp
Claim
Enables natural language control of AWS resources (EC2, Security Groups, S3, Be…
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| 61259 |
minecraft-developing-mcp
Claim
MCP server that helps AI agents inspect Minecraft project evidence (crash logs,…
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| 61260 |
Enables AI assistants to read Confluence Cloud pages as markdown, browse page t…
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| 61261 |
vs-mcp-server
Claim
Controls Visual Studio 2022 through MCP using COM/DTE automation, enabling file…
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| 61262 |
fetch
Claim
Fetches web pages and converts them to markdown for LLM consumption, supporting…
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| 61263 |
conversation-history-mcp
Claim
A local MCP server that indexes and searches your Claude Code conversation hist…
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| 61264 |
groupdocs-redaction-mcp
Claim
MCP server for GroupDocs.Redaction — redact text, metadata, annotations, image …
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| 61265 |
mcp-medusa
Claim
Exposes Medusa anime automation tools for adding anime and querying seasonal an…
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| 61266 |
dbt MCP Server
Claim
Provides intelligent dbt assistance through Claude Code integration, enabling u…
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| 61267 |
A comprehensive chess analysis (MCP) server that provides advanced chess analys…
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| 61268 |
Detects a company CRM, sequencer, and marketing automation from its public webs…
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| 61269 |
wd-mycloud-mcp
Claim
Enables AI assistants to browse, read, write, move, copy, and delete files on W…
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| 61270 |
Mi-Mi-Mi MCP
Claim
Adds emotional reactions (emojis, text, sounds) to code generation in opencode,…
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| 61271 |
Gmail MCP Server
Claim
Enables Claude to read unread emails and create draft replies in Gmail with pro…
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| 61272 |
guxi
Claim
webgl流体模拟
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| 61273 |
custom-mcp-server
Claim
Exposes custom Python functions as tools and integrates with Ollama for tool ca…
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| 61274 |
amocrm-mcp
Claim
Enables users to interact with AmoCRM via Claude Desktop using natural language…
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| 61275 |
Philips Hue MCP Service
Claim
Enables control of Philips Hue lights through the Model Context Protocol, provi…
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| 61276 |
folk-crm
Claim
Interact with Folk CRM to manage people, companies, groups, and notes via MCP t…
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| 61277 |
git-mcp
Claim
Enables AI agents to perform full Git operations including branching, committin…
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| 61278 |
plumb-mcp
Claim
Local Figma MCP server with no REST rate limits, no metered tool-call quotas, a…
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| 61279 |
sfmcMCP
Claim
Enables managing Azure Service Fabric Managed Clusters through the Azure REST A…
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| 61280 |
boltcheckout
Claim
MCP server enabling natural language interaction with the Bolt API for managing…
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| 61281 |
model-version-mcp
Claim
Provides up-to-date AI model names and pricing from models.dev, solving model h…
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| 61282 |
SQL Server MCP Server
Claim
Enables Cursor AI to interact with SQL Server databases, including querying, sc…
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| 61283 |
Playwright MCP (Heroku)
Claim
Enables AI models to interact with web pages through structured accessibility s…
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| 61284 |
Attio MCP Server
Claim
Enables AI assistants to interact with Attio CRM via natural language, supporti…
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| 61285 |
@ktmcp/betfair
Claim
MCP server for Betfair Exchange Streaming API, providing real-time streamed upd…
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| 61286 |
osidb-mcp
Claim
MCP server for OSIDB (Red Hat Product Security's vulnerability management syste…
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| 61287 |
starlink-enterprise-mcp
Claim
A hosted MCP server that enables AI agents to interact with the Starlink Enterp…
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| 61288 |
codex-cli-architect-mcp
Claim
An MCP server that provides technical consultation, code review, and code expla…
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| 61289 |
Obsidian MCP Server
Claim
Enables AI assistants to search, read, and append content to notes in an Obsidi…
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| 61290 |
Melo MCP Server
Claim
Enables searching and filtering real estate properties in France through the Me…
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| 61291 |
kanboard-mcp
Claim
TypeScript MCP server for [Kanboard](https://kanboard.org) with multi-project r…
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| 61292 |
mcpmax
Claim
Italian automotive platform, AI-ready
Cross-dealer semantic search across 100+ …
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| 61293 |
sienge-mcp
Claim
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| 61294 |
Provide real-time weather data and forecasts to your applications. Enable agent…
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| 61295 |
Amicus MCP Server
Claim
A state persistence layer that enables seamless handoffs between different AI c…
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| 61296 |
intruder-io
Claim
test
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| 61297 |
agents-chat-mcp
Claim
基于MCP协议的聊天桥接服务器,允许多个AI Agent接入同一个聊天室进行对话协作。
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| 61298 |
An MCP server agent that enables analysis of YouTube videos by extracting trans…
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| 61299 |
Give AI agents autonomous virtual card management via x402 and Stellar USDC
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| 61300 |
SMS en Masse
Claim
Envoyez des SMS et gérez vos campagnes directement depuis vos agents IA.
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