MCP Server Quality Scores
Independent quality analysis of 69400 public MCP servers
Last updated 2 hours, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38251 |
Komodo MCP Server
Claim
Enables management of Komodo infrastructure including servers, stacks, deployme…
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| 38252 |
weather-mcp-server
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| 38253 |
Scaffold MCP Server
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Enables generating frontend project scaffolding for multiple frameworks (React,…
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| 38254 |
Image-Generation-MCP
Claim
Enables text-to-image generation using the api.airforce API, with a generate_im…
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| 38255 |
IP Location MCP
Claim
MCP server for IPv4 geolocation with Chinese output: country/region/city, ISP a…
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| 38256 |
Enables customer support interactions including answering FAQs, checking order …
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| 38257 |
Provides tools for scaffolding, validating, and maintaining Metalsmith plugins …
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| 38258 |
Firmware MCP Server
Claim
A local stdio MCP server for embedded firmware automation that exposes tools to…
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| 38259 |
A Model Context Protocol (MCP) server that exposes 48 tools covering the full s…
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| 38260 |
x402-tools-mcp
Claim
melis x402 Tools — 22 pay-per-call APIs for AI agents. No accounts, no API keys…
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| 38261 |
macos-mail-mcp
Claim
An MCP server for Apple Mail that enables Claude to read, search, manage, and c…
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| 38262 |
Theta-MCP
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A comprehensive sales automation platform combining Model Context Protocol (MCP…
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| 38263 |
@tsdevstack/cli-mcp
Claim
MCP server plugin for the tsdevstack CLI, enabling AI agents to manage infrastr…
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| 38264 |
test-1
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| 38265 |
juejin-release-mcp
Claim
Enables AI assistants to manage Juejin articles directly via natural language, …
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| 38266 |
thaita
Claim
Analyze covered calls to pinpoint optimal strikes and expiration dates. Visuali…
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| 38267 |
groupdocs-watermark-mcp
Claim
MCP server for GroupDocs.Watermark — add and search document watermarks via AI …
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| 38268 |
token-optimizer
Claim
Reduce LLM API costs via semantic caching, prompt compression, model routing an…
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| 38269 |
deadzone
Claim
Local-first semantic search over library docs. Single Go binary, MCP stdio, vec…
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| 38270 |
runescape-ge
Claim
Look up Old School RuneScape Grand Exchange prices in real-time using the offic…
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| 38271 |
codexrunledger-mcp
Claim
Codex run receipts your reviewer can trust.
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| 38272 |
Profile Explorer
Claim
Extract structured insights from personal and organizational profile pages. Sea…
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| 38273 |
mcp-stateless-starter
Claim
Starter kit for building stateless MCP servers using the 2026 spec, enabling ho…
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| 38274 |
music-assistant-mcp-plus
Claim
A comprehensive MCP server that enables AI assistants to control music playback…
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| 38275 |
gsc-mcp-server
Claim
MCP server for Google Search Console, enabling querying search performance, lis…
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| 38276 |
Companion MCP
Claim
An MCP server for Bitfocus Companion that enables AI assistants to program and …
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| 38277 |
kiro-total-recall
Claim
Enables semantic search across all Kiro conversations (CLI and IDE), allowing t…
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| 38278 |
star-trajectory
Claim
Transparent rule-based GitHub star-trajectory classifier + calibrated 100-star/…
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| 38279 |
WHOOP — MissingMCP
Claim
WHOOP recovery, strain, sleep and workouts in Claude via official WHOOP OAuth. …
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| 38280 |
Crawl4AI RAG MCP Server
Claim
An MCP server that integrates Crawl4AI with Supabase to enable AI agents to cra…
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| 38281 |
lograft
Claim
MCP server that transforms raw log query results into structured incident repor…
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| 38282 |
Centrapay MCP Server
Claim
Enables interaction with the Centrapay payments API for testing NZ payment flow…
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| 38283 |
MCP Documents
Claim
A unified MCP server for document processing that enables creating, editing, an…
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| 38284 |
qualitycoach
Claim
Quality Coach MCP server that provides tactical advice on improving code reposi…
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| 38285 |
paean-pay-mcp
Claim
Enables AI agents to send and receive USDC stablecoin payments on Base and Sola…
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| 38286 |
Get live crypto prices from Onramp.money and instantly see how much you can buy…
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| 38287 |
Bucky
Claim
Zoning, parcel, and development feasibility for a street address in Canada and …
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| 38288 |
claude-history-mcp
Claim
Enables full-text search and browsing of Claude.ai conversation history by inge…
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| 38289 |
Knowledge Base MCP
Claim
A cross-project knowledge base MCP server supporting three-layer search (text m…
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| 38290 |
mcp-weather
Claim
Enables to interact with comprehensive weather data through the MCP protocol, i…
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| 38291 |
ops-platform-mcp
Claim
MCP server wrapping a mock internal ops platform (FastAPI + SQLite) so Claude C…
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| 38292 |
RetellAI MCP Server
Claim
Enables AI assistants to manage RetellAI voice services including calls, agents…
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| 38293 |
struqvault
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| 38294 |
RappiMCP
Claim
Enables Claude to browse stores, search products, manage the cart, and open che…
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| 38295 |
Scrapegraphai_MCP
Claim
A local stdio MCP server for structured web scraping with ScrapeGraphAI and an …
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| 38296 |
stripe-reporting-mcp
Claim
Read-only Stripe finance, ops, and risk reporting exposed via MCP, HTTP API, an…
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| 38297 |
outlook_mcp
Claim
Connects Claude to Microsoft 365 Outlook and Google Gmail APIs for email search…
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| 38298 |
xenodocs-mcp-server
Claim
Fetches up-to-date, version-specific documentation and code examples for any li…
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| 38299 |
nexus-legal
Claim
International legal analysis (ISO 31000) across 63 jurisdictions — 15 tools.
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| 38300 |
Automates GSTR-1 filing through Sandbox.co APIs, enabling seamless integration …
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