MCP Server Quality Scores
Independent quality analysis of 43365 public MCP servers
Last updated 2 hours, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43251 |
carbonstop-mcp
Claim
MCP server enabling AI assistants to automatically perform carbon footprint mod…
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| 43252 |
SergeyKrin9/mcp-servers
Claim
Russian-market marketing & ops MCP toolkit. 7 unified servers for Yandex.Direct…
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| 43253 |
Metabase MCP Server
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Provides AI assistants with full access to Metabase analytics platform, enablin…
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| 43254 |
SAP Ariba MCP Server
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Enables retrieving event summaries from SAP Ariba by providing doc_id, user, pa…
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| 43255 |
MCP server for Concierge, enabling AI agents to manage Discord customer support…
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| 43256 |
Enables AI agents to search, browse, and retrieve articles from the Wealthsimpl…
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| 43257 |
GroundMemory
Claim
An MCP-native, local-first memory server that gives AI agents persistent, struc…
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| 43258 |
ElevenLabs MCP Server
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Enables text-to-speech conversion using ElevenLabs API with voice management, s…
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| 43259 |
Paper Scout MCP Server
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Enables reviewing and managing AI research paper candidates from arXiv, Semanti…
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| 43260 |
powerbi-mcp
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Enables interaction with Power BI and Fabric through MCP tools, including works…
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| 43261 |
google-cloud-mcp
Claim
Enables management of Google Cloud services including BigQuery, Cloud Logging, …
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| 43262 |
audio-mcp
Claim
Local MCP server for macOS that captures microphone input and/or system audio o…
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| 43263 |
web-speed-oss
Claim
Reducing token usage by 70% with a deterministic mapping engine. Also links in …
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| 43264 |
tmux-claude MCP Server
Claim
Enables hierarchical orchestration of Claude instances via tmux with a bridge p…
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| 43265 |
cachebro
Claim
Provides file caching and diff tracking for AI coding agents, reducing token us…
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| 43266 |
Enables MCP host applications to retrieve and process structured documentation …
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| 43267 |
@aiready/ast-mcp-server
Claim
AST-aware TypeScript/JavaScript codebase exploration for AI agents, providing h…
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| 43268 |
blockbeats-mcp
Claim
A crypto data gateway for AI assistants, providing real-time newsflashes, artic…
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| 43269 |
AG UI Chatbot MCP Server
Claim
Enables dynamic UI template generation through natural language using Model Con…
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| 43270 |
SOLAPI MCP Server
Claim
Enables searching SOLAPI documentation and examples, and sending/managing SMS, …
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| 43271 |
tushare-mcp-http
Claim
A MCP server that provides HTTP-based access to Tushare financial data, enablin…
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| 43272 |
小红书热帖获取
Claim
根据关键词获取小红书的热帖数据，需要钉钉扫码登录，配合 Chrome 使用。
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| 43273 |
asset-management-pilot
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| 43274 |
HubSpot CRM API Server
Claim
Provide standardized access and management of HubSpot CRM data through a compre…
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| 43275 |
pr-mcp-server
Claim
MCP server to automate Pull Request creation with AI. Analyzes Git branches, ge…
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| 43276 |
Grafana FastMCP Server
Claim
Enables MCP-compatible agents to interact with Grafana instances for searching,…
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| 43277 |
Enables AI assistants to interact with humans through GUI dialogs for text inpu…
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| 43278 |
Claude Memory
Claim
A lightweight MCP server that gives Claude Code Channels on Telegram persistent…
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| 43279 |
HoudiniMCP
Claim
Connects Claude AI to Houdini via the Model Context Protocol, enabling prompt-a…
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| 43280 |
Guardian Ops
Claim
Enables network vulnerability scanning and CVE detection through an AI assistan…
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| 43281 |
FlightSeatmap
Claim
Look up airline seat maps, find the best seats, and manage seat alerts from you…
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| 43282 |
mcp-test2
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| 43283 |
fund-mcp
Claim
Search stock information, list knowledge base entries, and echo messages for qu…
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| 43284 |
nra-20i-mcp
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| 43285 |
MCP server for the entire Apple ecosystem — 123 tools across 14 modules. macOS …
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| 43286 |
TopoLift Negotiation
Claim
Atom-grounded negotiation reasoning. Typed topology slot, inline citations, pub…
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| 43287 |
DevSpeak
Claim
DevSpeak bridges the gap between product and engineering. Powered by Gemini AI,…
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| 43288 |
Hacker News MCP Server
Claim
Enables AI assistants to fetch top, new, best, Ask HN, Show HN, and job stories…
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| 43289 |
regex-ai-mcp
Claim
regex-ai-mcp MCP server by MEOK AI Labs
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| 43290 |
ms-365-mcp-server
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| 43291 |
webmcpactionreceipt-mcp
Claim
Paid remote MCP for WebMCP action receipt MCP, structured receipts, audit logs,…
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| 43292 |
pyspark-mcp
Claim
SQL to PySpark conversion, AWS Glue job generation, and Spark code optimization.
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| 43293 |
Enables programmatic management of Substack content, including creating drafts,…
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| 43294 |
Gerrit MCP Server
Claim
Enables interaction with Gerrit code review system via REST API, allowing langu…
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| 43295 |
YFinance MCP Server
Claim
Provides financial data from Yahoo Finance via MCP, enabling AI agents to acces…
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| 43296 |
Google Trends MCP Server
Claim
Provides access to Google Trends data including status, trending questions, and…
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| 43297 |
Enables management of Facets Control Plane projects, resources, environments, a…
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| 43298 |
Provide secure, read-only access to Sendmarc account and domain reporting data …
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| 43299 |
Scored trend intelligence from HN, Reddit, ArXiv, and GitHub.
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| 43300 |
travel-monitor-launch
Claim
Remote MCP server for hotel rate monitoring and pricing workflows via Apify. It…
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