MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 37 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 32301 |
Description of my MCP server
|
F 22 3⁄5 | ||||||||
| 32302 |
Let AI agents query data and act across all your business apps via MCP.
|
F 22 3⁄5 | ||||||||
| 32303 |
MCP server (stdio): validate JSON against JSON Schema (draft-07 / 2020-12) via …
|
F 18 3⁄5 | ||||||||
| 32304 |
Classify data safety before storing or sharing. GDPR, HIPAA, PCI-DSS, CCPA. AI-…
|
F 18 3⁄5 | ||||||||
| 32305 |
Validate, extract, repair and generate French Factur-X / EN16931 invoices via A…
|
F 18 3⁄5 | ||||||||
| 32306 |
Create and manage Templated email templates from any MCP client - bring your ow…
|
F 18 3⁄5 | ||||||||
| 32307 |
Financial reasoning infrastructure for AI agents: typed models, deterministic c…
|
F 18 3⁄5 | ||||||||
| 32308 |
Give AI agents a phone: outbound AI calls that return a summary, transcript, an…
|
F 18 3⁄5 | ||||||||
| 32309 |
MCP server (stdio): repair broken/malformed JSON via the AgentForge API
|
F 18 3⁄5 | ||||||||
| 32310 |
Real-time CVE, exploit, and vulnerability intelligence for AI assistants (350K+…
|
F 18 3⁄5 | ||||||||
| 32311 |
Claude-powered AI tools: research, write, code, analyze, translate, debate, pit…
|
F 18 3⁄5 | ||||||||
| 32312 |
MCP server (stdio): fetch web pages as clean readable markdown via the AgentFor…
|
F 18 3⁄5 | ||||||||
| 32313 |
MCP server (stdio): check if URLs are alive (status, redirects, latency) via th…
|
F 18 3⁄5 | ||||||||
| 32314 |
Privacy-first website analytics MCP server for ezStats with analytics, SEO, goa…
|
F 18 3⁄5 | ||||||||
| 32315 |
Connect AI assistants to zeroheight styleguides using the Model Context Protocol
|
F 18 3⁄5 | ||||||||
| 32316 |
Read-only MCP for identity resolution and write guardrails.
|
F 18 3⁄5 | ||||||||
| 32317 |
MCP server (stdio): lint OpenAPI specs with Spectral via the AgentForge API
|
F 18 3⁄5 | ||||||||
| 32318 |
Search-only commerce MCP server backed by Stripe (test)
|
F 16 3⁄5 | ||||||||
| ○ Unscored | ||||||||||
| 32319 |
mcp-whatsapp-claude
Claim
A local MCP server that connects WhatsApp to Claude via QR code, enabling chat …
|
— | ||||||||
| 32320 |
Xiaohongshu MCP Server
Claim
Enables enterprise-grade multi-account management and automated operations for …
|
— | ||||||||
| 32321 |
cloudflare-email
Claim
An MCP server that receives emails on your domain and allows AI assistants to s…
|
— | ||||||||
| 32322 |
MCP server for Tangled git platform. Manage repositories, branches, and issues …
|
— | ||||||||
| 32323 |
FormIO MCP Server
Claim
Enables AI agents to interact with the FormIO API for dynamic form creation, su…
|
— | ||||||||
| 32324 |
aws-cost-mcp
Claim
Enables querying AWS Cost and Usage Report data via Amazon Athena for cost-effe…
|
— | ||||||||
| 32325 |
AgentUtility Wordmint
Claim
MCP server for the @agentutility wordmint cluster — pay-per-call x402 tools, no…
|
— | ||||||||
| 32326 |
Atlassian Trello MCP
Claim
MCP server for Trello that enables comprehensive management of boards, cards, l…
|
— | ||||||||
| 32327 |
mcp-bring
Claim
Enables AI assistants to read and manage your Bring! shopping lists through nat…
|
— | ||||||||
| 32328 |
Catalog attribute normalizer, taxonomy-grounded — no fabricated Google/Shopify …
|
— | ||||||||
| 32329 |
mcp-ssh-gateway
Claim
Enables managing Linux servers via SSH with tools for command execution, file o…
|
— | ||||||||
| 32330 |
filevine-mcp
Claim
MCP server for Filevine matter management - by Advocate Cloud Solutions.
|
— | ||||||||
| 32331 |
x402-paid MCP server on Base L2 — LangGraph/CrewAI/Eliza/A2A agent-discovery + …
|
— | ||||||||
| 32332 |
Provides tools for searching LinkedIn profiles and extracting names, URLs, and …
|
— | ||||||||
| 32333 |
Wisnu MCP
Claim
A travel booking server that enables searching for flights, hotels, and destina…
|
— | ||||||||
| 32334 |
mdify
Claim
Automatically converts PDF, DOCX, XLSX, and CSV files to clean markdown when re…
|
— | ||||||||
| 32335 |
Blueprint Chart
Claim
The open chart format an LLM writes and the browser renders — to interactive, a…
|
— | ||||||||
| 32336 |
voltcast
Claim
European day-ahead electricity prices (43 zones), accuracy-published forecasts,…
|
— | ||||||||
| 32337 |
Roam MCP
Claim
MCP server for Roam Research that enables AI assistants like Claude and Cursor …
|
— | ||||||||
| 32338 |
stock-predictions
Claim
|
— | ||||||||
| 32339 |
Tesults MCP
Claim
Connect AI agents to your test results, insights, and targets. Query test runs,…
|
— | ||||||||
| 32340 |
mcp-evolution-api
Claim
|
— | ||||||||
| 32341 |
shopify-admin-mcp
Claim
Production-grade MCP server for the Shopify Admin GraphQL API, exposing typed t…
|
— | ||||||||
| 32342 |
MCP Mesh
Claim
Decentralized peer-to-peer federation for MCP servers, enabling a single client…
|
— | ||||||||
| 32343 |
Enables reading and managing markdown note files from a specified directory thr…
|
— | ||||||||
| 32344 |
bounceprotect
Claim
Email validation and SMTP verification for Claude Desktop, Cursor, and Claude C…
|
— | ||||||||
| 32345 |
mcp-server
Claim
Operating contracts for AI agents. Structured instructions compiled into system…
|
— | ||||||||
| 32346 |
Phone numbers, SMS, 2FA capture, voice calls, and email for AI agents.
|
— | ||||||||
| 32347 |
Deepseek Thinker
Claim
Leverage Deepseek's reasoning capabilities to enhance your AI interactions. Acc…
|
— | ||||||||
| 32348 |
Earth Engine MCP Server
Claim
Enables satellite imagery analysis through Google Earth Engine, allowing users …
|
— | ||||||||
| 32349 |
Topaz MCP Server
Claim
Create Topaz AI tasks through RunAPI — 2 endpoints, 2 models — then poll status…
|
— | ||||||||
| 32350 |
movie-xray-mcp
Claim
Enables searching for movies and TV shows, viewing cast details, exploring acto…
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— | ||||||||