MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31851
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39701
xenoroses
aletheia-mcp Claim
Secure multi-agent runtime validation engine with Docker sandbox execution and …
N/A N/A
39702
aklos
scryer-mcp Claim
Enables AI agents to read, modify, and build from architecture models, keeping …
N/A N/A
39703
k-schmidt
Enables building and uploading structured workouts to Garmin Connect using YAML…
39704
Aman3786
Enables AI assistants to inspect employee access, list failed onboarding events…
N/A N/A
39705
howardpen9
Enables AI agents to communicate and coordinate across tmux panes, allowing the…
N/A N/A
39706
manuelcecchetto
Enforces the Agent Task Protocol (.atp.json) contract, enabling worker agents t…
N/A N/A
39707
mtnrabi
Real-time Google Flights: one-way and round-trip fares over date ranges, with p…
67
39708
marlonluo2018
Enables AI assistants to manage Microsoft 365 email, calendar, and contacts thr…
N/A N/A
39709
malkreide
Provides AI assistants access to international education data from UNESCO UIS (…
39710
wannanbigpig
db-mcp Claim
A secure MCP server for connecting AI assistants to MySQL, Redis, and MongoDB w…
N/A N/A
39711
larrygiroux
Enables AI assistants to perform QC Database tasks such as uploading records, m…
N/A N/A
39712
jonrad
LSP MCP Claim
Provides AI agents with language-aware code analysis through the Language Serve…
N/A N/A
39713
axyr
MCP server for searching and analyzing Dutch case law with advanced search, fac…
39714
abenassi
Real-time Argentine open data: dollar rates, BCRA, INDEC, AFIP, INFOLEG, SEPA p…
39715 N/A N/A 95
39716
SharpLu
Real SEC, 13F, insider, congress & macro data your AI agent can cite. Hosted MC…
39717
Beastknight933
Enables AI assistants to interact with FreeCAD for 3D modeling, macros, and deb…
N/A N/A
39718
mcp Claim 1
Trust layer for agent payments (x402, Base): verify agents, risk scores, signed…
N/A N/A 81
39719
junter1989k-ai
Bulgaria payments for AI agents — cards / Apple Pay via Stripe. Never holds fun…
39720
qualityclouds
Deterministic AI code review, with an audit record. Governance inside the agent…
39721
yesidleon1393
An MCP server that exposes Prof. Null, an uncensored cybersecurity professor, a…
39722
BusyBee3333
A production-quality MCP server for the Deel API that enables managing global H…
N/A N/A
39723
yigitkonur
mcp-parasut Claim
MCP server for Parasut Turkish accounting platform, enabling management of invo…
N/A N/A
39724
john-walkoe
A generic MCP server for conversational AI document research using the Pinecone…
39725
jj13jp
mcp-gateway Claim
Aggregates multiple child MCP servers into a single MCP server endpoint, enabli…
N/A N/A
39726
mcity
Enables natural language interaction with complex computer vision workflows suc…
N/A N/A
39727
AiAgentKarl
MCP Server providing AI agents access to over 3 million US court decisions via …
39728
AgentValet
AgentValet Claim
Identity and credential governance broker for MCP servers. Issues scoped, short…
39729
docs Claim 1
Search how-to docs for Merchinary's Shopify Bulk Product Editor and Image Edito…
N/A N/A 81
39730
msantelli
An MCP server that gives any MCP-compatible assistant access to your Zotero ref…
N/A N/A
39731
juergenkoller-software
MCP server for [FreezeText](https://store.juergenkoller.software/en/apps/freeze…
N/A N/A
39732
IN3PIRE
Monitors and analyzes GitHub repository health by detecting stale branches, old…
39733
aprezcuba24
admin-mcp Claim
MCP server for Odoo administration, enabling customer listing and search via co…
39734
proGabby
Enables transforming raw bug notes into structured defect reports (Summary, Ste…
N/A N/A
39735
Anioko
archiet-xray Claim
Deterministic repo architecture maps: auth coverage, blast radius, readiness sc…
N/A N/A
39736
flagrix-io
flagrix Claim
Enables AI agents to scan GitHub repositories and user profiles for malware sig…
N/A N/A
39737
aberhamm
ical-mcp Claim
MCP server for Apple Calendar and CalDAV providers. Enables listing, creating, …
39738
pabloweyne
Enables interaction with WhatsApp through the Uazapi API, allowing users to sen…
81
39739
mogoon
Enables search and retrieval of verified Yeosu travel itineraries, points of in…
39740
obirimensah05
A shared communication bus for multiple agents using NATS and MCP, enabling MCP…
39741
Sukarth
Provides coding agent capabilities including file operations, terminal commands…
N/A N/A
39742
grenamaxim-web
RentHuman Claim
Hire real humans in Russia for physical-world tasks — storefront photos, addres…
39743
LeandroPG19
Cuba-Exec Claim
Advanced shell command execution for AI agents — a Model Context Protocol (MCP)…
N/A N/A
39744
AIops-tools
Governed Docker + Portainer container-host ops: reads, RCA analyses, guarded wr…
N/A N/A
39745
opastorello
Valida CPFs, confirma titularidade, descobre CPF completo a partir de dígitos p…
39746
ValoremFoundation
Gives MCP-compatible LLM agents direct access to real-time MEV and DeFi data vi…
39747
Jason26214
A minimal, transparent PowerShell 7 MCP for Windows — one tool: raw exit code, …
N/A N/A
39748
guirguispierre
canvasMCP Claim
Deploys a read-only MCP server to Cloudflare Workers for interacting with Canva…
39749
Mardak0
Enables AI agents to interact with the Cloudflare REST API for managing DNS rec…
39750
joncovington
An MCP server that enables autonomous AI agents to connect to Tastytrade for ma…
Showing 39701–39750 of 66534 servers
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