MCP Server Quality Scores
Independent quality analysis of 40750 public MCP servers
Last updated 30 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38451 |
Zillow MCP Server
Claim
Provides real-time access to Zillow real estate data, enabling property search,…
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| 38452 |
Renfe MCP Server
Claim
Enables querying Renfe train schedules, checking prices, and finding stations a…
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| 38453 |
interview-mcp-server
Claim
Intelligent interview assistant that parses resumes, generates interview questi…
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| 38454 |
mundigital
Claim
Exposes a public, read-only professional profile with tools to search resume ev…
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| 38455 |
Scopecraft Command
Claim
MCP server for managing Markdown-Driven Task Management (MDTM) files with task,…
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| 38456 |
Secure MCP Server
Claim
Template for deploying a remote MCP server with Cloudflare ZeroTrust Access aut…
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| 38457 |
Vibe Blocks MCP
Claim
Connects Roblox Studio to AI coding editors via the Model Context Protocol, all…
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| 38458 |
Createve.AI Nexus
Claim
An open-source implementation of the Model Context Protocol (MCP) that bridges …
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| 38459 |
mcp-server-max
Claim
A Model Context Protocol server for Max messenger that lets AI assistants send …
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| 38460 |
daisyui-mcp-server
Claim
MCP server for daisyUI React components that enables AI coding assistants to se…
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| 38461 |
MCPpedia
Claim
Search, evaluate, and compare 17,000+ MCP servers from the [MCPpedia](https://m…
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| 38462 |
Hosted MCP
Claim
Provide a hosted environment for Model Context Protocol applications.
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| 38463 |
MCP AI Chat Server
Claim
A Laravel-based AI-powered chat interface for business management operations, e…
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| 38464 |
onenote-mcp-server
Claim
Enables natural language access to Microsoft OneNote notebooks, sections, and p…
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| 38465 |
crawl-mcp
Claim
MCP server for web crawling, searching, and AI-powered content extraction, supp…
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| 38466 |
coherence-mcp-server
Claim
Enables AI agents to interact with the Coherence Network platform, allowing the…
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| 38467 |
StarUML MCP Server
Claim
Enables AI to remotely control StarUML for generating UML diagrams (use case, c…
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| 38468 |
coze-mcp-server
Claim
A Model Context Protocol server that provides Coze resources and tools for mana…
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| 38469 |
sovr-mcp-proxy
Claim
A transparent proxy and execution firewall that intercepts and audits AI agent …
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| 38470 |
zerolangcompiler-mcp
Claim
A paid remote MCP for ZeroLang, built to return verdicts, receipts, usage logs,…
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| 38471 |
MCP server for Ordali memory: SQLite-backed project memory and governance trace…
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| 38472 |
mcp-selenium-python
Claim
Enables LLMs to automate browser tasks (navigation, clicks, text input) via Sel…
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| 38473 |
PBPK MCP Server
Claim
Public MCP endpoint for physiologically based pharmacokinetic (PBPK) simulation…
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| 38474 |
An autonomous AI operations hub for enterprise e-commerce that uses a decentral…
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| 38475 |
loggly-mcp-server
Claim
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| 38476 |
MCP-Bastion
Claim
Security middleware for MCP. Blocks prompt injection, PII leakage, and resource…
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| 38477 |
Search French companies, directors and associations (INPI, INSEE, RNA).
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| 38478 |
mcp-server-bigquery
Claim
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| 38479 |
mcp-reranker
Claim
A generic Model Context Protocol (MCP) server for high-accuracy document rerank…
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| 38480 |
tutorial
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| 38481 |
exa-knowledge-mcp
Claim
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| 38482 |
server
Claim
Investment sentiment, predictions, and analyst track records for stocks and cry…
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| 38483 |
hopgraph
Claim
Verify Australian and New Zealand businesses against government registers via a…
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| 38484 |
Futarchy MCP Server
Claim
Enables interaction with the Futarchy protocol on Solana, allowing users to man…
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| 38485 |
IPOGrid Research
Claim
Hosted MCP server for filing-driven IPO research, market snapshots, SEC filing …
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| 38486 |
Local MCP voice coach with English pronunciation, grammar, and fluency feedback.
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| 38487 |
MCP server for Microsoft SQL Server — read and data write operations, no DDL
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| 38488 |
WAHA MCP
Claim
A self-hosted MCP server that connects AI clients to WhatsApp via the WAHA HTTP…
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| 38489 |
crypto-tracker-ai-mcp
Claim
crypto-tracker-ai-mcp MCP server by MEOK AI Labs
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| 38490 |
VibeOps MCP
Claim
Enforces structured product development through contract-based validation of mo…
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| 38491 |
MCP Outlook
Claim
Enables AI assistants to manage Microsoft Outlook emails, calendar events, cont…
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| 38492 |
mtl-c2pa-mcp
Claim
MCP server for reading C2PA content provenance manifests from media files, enab…
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| 38493 |
Vercel MCP Relay Server
Claim
Enables AI assistants to interact with the Vercel REST API to manage projects, …
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| 38494 |
Engram
Claim
Engram is an epistemic engine that provides persistent, confidence-ranked memor…
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| 38495 |
OSF CLI Go
Claim
Read-only MCP tools for authenticated Open Science Framework projects and files.
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| 38496 |
gsc
Claim
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| 38497 |
A powerful MCP server for Excel operations with seamless Supabase Storage integ…
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| 38498 |
Ultimate Elementor MCP
Claim
Enables comprehensive WordPress and Elementor management through 60 powerful to…
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| 38499 |
fouq-basecamp
Claim
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| 38500 |
scorecard_mcp
Claim
Enables asking natural language questions about OpenSSF Scorecard security asse…
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