MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 39 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28251 |
CanvasXpress MCP Server
Claim
Converts natural language descriptions into validated CanvasXpress JSON configu…
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C 63 3⁄4 | ||||||||
| 28252 |
Provides 19 AI-powered business intelligence tools for tasks such as SEO audits…
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C 63 3⁄4 | ||||||||
| 28253 |
MCP Server for SurrealDB - Bridge AI assistants with SurrealDB databases
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C 63 3⁄4 | ||||||||
| 28254 |
MCP server for L402-protected APIs via Bitcoin Lightning. Pay-per-call AI tools…
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C 63 3⁄4 | ||||||||
| 28255 |
Zerion MCP let's your agent analyze EVM and Solana wallets and summarize total …
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C 63 3⁄4 | ||||||||
| 28256 |
MCP Server for [Arknights](https://www.arknights.global/), querying the [PRTS W…
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C 63 3⁄4 | ||||||||
| 28257 |
Python MCP server for the Hevy fitness app. Gives Claude full access to your He…
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C 63 3⁄4 | ||||||||
| 28258 |
Auto dev
Claim
Automotive Data for AI Agents
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C 63 3⁄4 | ||||||||
| 28259 |
Enables secure retrieval of real-time weather data for any location via Open-Me…
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C 63 3⁄4 | ||||||||
| 28260 |
Enables users to search for anime information via the Bangumi API and discover …
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C 63 3⁄4 | ||||||||
| 28261 |
MCP server for Google Search Console. 21 tools for search analytics, keyword op…
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C 63 3⁄4 | ||||||||
| 28262 |
An MCP server that integrates Google Gemini with corporate management APIs to h…
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C 63 3⁄4 | ||||||||
| 28263 |
A production-grade TypeScript MCP server that provides AI agents with structure…
|
C 63 3⁄4 | ||||||||
| 28264 |
Provides AI agents access to Medicare coverage policies, prior authorization re…
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C 63 3⁄4 | ||||||||
| 28265 |
MCP server for verifying academic citations via Semantic Scholar, OpenAlex, and…
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C 63 3⁄4 | ||||||||
| 28266 |
Pega MCP Server
Claim
Enables interaction with Pega case operations through a metadata-driven tool la…
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C 63 3⁄4 | ||||||||
| 28267 |
Email MCP Server
Claim
Enables email management for a single mailbox via IMAP and SMTP protocols. Supp…
|
C 63 3⁄4 | ||||||||
| 28268 |
multi-research-agents
Claim
a KTOR server/ MCP server written in Kotlin applying multi-agents schools in a …
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C 63 3⁄4 | ||||||||
| 28269 |
Provides full Descript integration for transcription, AI-powered editing, voice…
|
C 63 3⁄4 | ||||||||
| 28270 |
A TypeScript-based MCP server providing utility tools like arithmetic calculati…
|
C 63 3⁄4 | ||||||||
| 28271 |
LAWMADI
Claim
법마디(Lawmadi) OS — Korean
Legal AI with 60 specialized agents and
real-time stat…
|
C 63 3⁄4 | ||||||||
| 28272 |
MCP Server for CAD
Claim
Translates natural language commands into structured geometric operations for a…
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C 63 3⁄4 | ||||||||
| 28273 |
The shared AI context engine for git — save, search, and share the reasoning be…
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C 63 3⁄4 | ||||||||
| 28274 |
Taiwan finance open data: ETF, funds, TAIEX, sentiment, business climate, FX. F…
|
C 63 2⁄5 | ||||||||
| 28275 |
Quiz MCP Server
Claim
An interactive programming quiz server that provides assessment tools across te…
|
C 63 3⁄4 | ||||||||
| 28276 |
An unofficial MCP server that integrates with the hokan Insurance CRM API v2 to…
|
C 63 3⁄4 | ||||||||
| 28277 |
MCP server for Agent Zone — vendor-neutral infrastructure knowledge, K8s valida…
|
C 63 3⁄4 | ||||||||
| 28278 |
An MCP server that combines both subgraphs with the Limitless REST API for mark…
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C 63 3⁄4 | ||||||||
| 28279 |
inday-api
Claim
Public holiday data for 30+ countries. Check holidays, working days, and full c…
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C 63 3⁄4 | ||||||||
| 28280 |
AI-powered control plane for OpenSIPS SIP servers, enabling natural-language op…
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C 63 3⁄4 | ||||||||
| 28281 |
An MCP server for Splitwise that enables users to manage shared expenses, frien…
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C 63 3⁄4 | ||||||||
| 28282 |
An MCP server that proxies tool calls to a running SentinelX Core instance with…
|
C 63 3⁄4 | ||||||||
| 28283 |
A production-grade MCP server for the WooCommerce REST API, enabling AI assista…
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C 63 3⁄4 | ||||||||
| 28284 |
Enables comprehensive B2B sourcing on Alibaba.com with Prizm ERP integration. A…
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C 63 3⁄4 | ||||||||
| 28285 |
Monitors and analyzes product prices across major e-commerce platforms (Taobao,…
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C 63 3⁄4 | ||||||||
| 28286 |
MCP server for the StepSecurity platform that enables investigating supply-chai…
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C 63 3⁄4 | ||||||||
| 28287 |
Enables interaction with Jenkins instances to manage jobs, builds, and nodes th…
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C 63 3⁄4 | ||||||||
| 28288 |
A bridge that enables any LLM to access and interact with documented REST APIs …
|
C 63 3⁄4 | ||||||||
| 28289 |
Enables seamless integration with Convolut Context Bank for AI-powered context …
|
C 63 3⁄4 | ||||||||
| 28290 |
Enables AI assistants to manage Instagram Business accounts by automating conte…
|
C 63 3⁄4 | ||||||||
| 28291 |
Get Gather
Claim
A containerized service that enables MCP clients to interact with data and perf…
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C 63 3⁄4 | ||||||||
| 28292 |
Production-grade MCP server for FreshBooks. 25 tools for invoices, clients, exp…
|
C 63 3⁄4 | ||||||||
| 28293 |
This MCP server enables AI assistants to access Gangtise investment research pl…
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C 63 3⁄4 | ||||||||
| 28294 |
A production-grade, extensible Python template for building Model Context Proto…
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C 63 3⁄4 | ||||||||
| 28295 |
MCP Server for Odoo 19 ERP using JSON-RPC API, built with FastMCP. Supports CRU…
|
C 63 3⁄4 | ||||||||
| 28296 |
Connects AI assistants to HPE Morpheus appliances to manage cloud infrastructur…
|
C 63 3⁄4 | ||||||||
| 28297 |
Provides interpretable variant effect predictions for 4.2 million ClinVar varia…
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C 63 3⁄4 | ||||||||
| 28298 |
MCP server for monetizing Moltbook agent social network actions. Other AI agent…
|
C 63 3⁄4 | ||||||||
| 28299 |
Todo MCP Server
Claim
A minimal todo app MCP server for ChatGPT that exposes tools for managing tasks…
|
C 63 3⁄4 | ||||||||
| 28300 |
Provides scored and reasoned Kyoto temple data optimized for AI travel agents t…
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C 63 3⁄4 | ||||||||