MCP Server Quality Scores

Independent quality analysis of 40750 public MCP servers

40750
Discovered
29245
Scored
2095
Verified
16951
Complete

Last updated 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38451
sap156
Provides real-time access to Zillow real estate data, enabling property search,…
38452
belgrano9
Enables querying Renfe train schedules, checking prices, and finding stations a…
38453
HelloGGX
Intelligent interview assistant that parses resumes, generates interview questi…
N/A N/A
38454
mundizzle
mundigital Claim
Exposes a public, read-only professional profile with tools to search resume ev…
38455
scopecraft
MCP server for managing Markdown-Driven Task Management (MDTM) files with task,…
N/A N/A
38456
haqops
Template for deploying a remote MCP server with Cloudflare ZeroTrust Access aut…
38457
majidmanzarpour
Connects Roblox Studio to AI coding editors via the Model Context Protocol, all…
81
38458
spgoodman
An open-source implementation of the Model Context Protocol (MCP) that bridges …
81
38459
Baho73
A Model Context Protocol server for Max messenger that lets AI assistants send …
38460
matracey
MCP server for daisyUI React components that enables AI coding assistants to se…
38461
bbeksh
MCPpedia Claim
Search, evaluate, and compare 17,000+ MCP servers from the [MCPpedia](https://m…
81
38462
hostedmcp
Hosted MCP Claim
Provide a hosted environment for Model Context Protocol applications.
N/A N/A 95
38463
fawazbayureksa
A Laravel-based AI-powered chat interface for business management operations, e…
38464
purpleslurple
Enables natural language access to Microsoft OneNote notebooks, sections, and p…
N/A N/A
38465
gqy20
crawl-mcp Claim
MCP server for web crawling, searching, and AI-powered content extraction, supp…
N/A N/A
38466
seeker71
Enables AI agents to interact with the Coherence Network platform, allowing the…
38467
StoneSho
Enables AI to remotely control StarUML for generating UML diagrams (use case, c…
N/A N/A
38468
coze-dev
A Model Context Protocol server that provides Coze resources and tools for mana…
38469
xie38388
A transparent proxy and execution firewall that intercepts and audits AI agent …
81
38470
clauxel
A paid remote MCP for ZeroLang, built to return verdicts, receipts, usage logs,…
38471
MCP server for Ordali memory: SQLite-backed project memory and governance trace…
N/A N/A 81
38472
pranavkakde
Enables LLMs to automate browser tasks (navigation, clicks, text input) via Sel…
N/A N/A
38473
ToxMCP
Public MCP endpoint for physiologically based pharmacokinetic (PBPK) simulation…
N/A N/A
38474
sujithpvarghese
An autonomous AI operations hub for enterprise e-commerce that uses a decentral…
38475 N/A N/A 95
38476
vaquarkhan
MCP-Bastion Claim
Security middleware for MCP. Blocks prompt injection, PII leakage, and resource…
N/A N/A 95
38477
ccamborde
Search French companies, directors and associations (INPI, INSEE, RNA).
N/A N/A
38478 N/A N/A 95
38479
globalpocket
mcp-reranker Claim
A generic Model Context Protocol (MCP) server for high-accuracy document rerank…
38480
tboard2008
tutorial Claim
N/A N/A 95
38481 N/A N/A 95
38482
meruada
server Claim
Investment sentiment, predictions, and analyst track records for stocks and cry…
N/A N/A 95
38483
j-sulliman
hopgraph Claim
Verify Australian and New Zealand businesses against government registers via a…
N/A N/A 95
38484
MCP-Mirror
Enables interaction with the Futarchy protocol on Solana, allowing users to man…
81
38485
ipogrid
Hosted MCP server for filing-driven IPO research, market snapshots, SEC filing …
81
38486
JuhongPark
Local MCP voice coach with English pronunciation, grammar, and fluency feedback.
N/A N/A
38487
mssql-writer Claim 2
MCP server for Microsoft SQL Server — read and data write operations, no DDL
N/A N/A 81
38488
Ap0c123
WAHA MCP Claim
A self-hosted MCP server that connects AI clients to WhatsApp via the WAHA HTTP…
N/A N/A 95
38489
CSOAI-ORG
crypto-tracker-ai-mcp MCP server by MEOK AI Labs
N/A N/A
38490
meetronwilson
VibeOps MCP Claim
Enforces structured product development through contract-based validation of mo…
N/A N/A 95
38491
Vince1024
MCP Outlook Claim
Enables AI assistants to manage Microsoft Outlook emails, calendar events, cont…
N/A N/A
38492
musictechlab
mtl-c2pa-mcp Claim
MCP server for reading C2PA content provenance manifests from media files, enab…
N/A N/A
38493
econ-watch
Enables AI assistants to interact with the Vercel REST API to manage projects, …
81
38494
tinydarkforge
Engram Claim
Engram is an epistemic engine that provides persistent, confidence-ranked memor…
N/A N/A
38495
edithatogo
OSF CLI Go Claim
Read-only MCP tools for authenticated Open Science Framework projects and files.
N/A N/A
38496
ruchit
gsc Claim
N/A N/A 95
38497
1126misakp
A powerful MCP server for Excel operations with seamless Supabase Storage integ…
38498
mbrown1837
Enables comprehensive WordPress and Elementor management through 60 powerful to…
81
38499 N/A N/A 95
38500
steiza
Enables asking natural language questions about OpenSSF Scorecard security asse…
Showing 38451–38500 of 40750 servers
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