MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53551
denizzeybek-fe
Automated MCP server for the Insider Design System. Enables AI assistants to di…
N/A N/A
53552
KDF25
Enables AI agents to analyze and scaffold React/Next.js applications enforcing …
53553
slchenchn
notify-mcp Claim
Enables AI to send push notifications to your phone via a configurable gateway.…
53554
InvariantHoldings
Enables interactive Agda proof development via MCP, allowing clients to persist…
N/A N/A
53555
marcward
Get XBRL data from US public companies and utilities by searching on facts, rep…
81
53556
dingxiang-me
Enables AI tools to normalize messy payroll spreadsheets (xlsx/xls/csv) into a …
N/A N/A
53557
MCP-Mirror
Enables AI agents to interact with the Brex financial platform, allowing access…
81
53558
falcosan
SIEX Claim
Connect to Spain’s SIEX platform to retrieve farm data, register phytosanitary …
N/A N/A 95
53559
Reaper-Forge
mrholmes Claim
Enables users to execute OSINT tasks from 88 catalogued repositories through sa…
N/A N/A
53560
PHUICMT
mcp-mt5 Claim
Model Context Protocol server for the MetaTrader 4/5 build pipeline, enabling L…
N/A N/A
53561 N/A N/A 95
53562
pkistudio
A local MCP server for AI-assisted PKI and ASN.1 workflows, providing tools for…
53563
Arke-Institute
Enables semantic search across the Arke Institute's extensive archive of NARA r…
81
53564
msquitieri
jmeter-mcp Claim
Integrates Apache JMeter with AI assistants to run and manage load tests throug…
N/A N/A 95
53565
halilcengel
IzmirMCP Claim
MCP server for accessing real-time Izmir public transport data (IZBAN, ESHOT, T…
53566
kormco
mcp-www Claim
Enables MCP server discovery via DNS TXT records, allowing agents to find, brow…
N/A N/A
53567
mifdlaldev
Enables AI agents to generate temporary email addresses, receive emails, and au…
53568
CodeInKlingon
MCP server for headless browser automation via Puppeteer, with stealth anti-det…
N/A N/A
53569
sprindigo-art
MCP Debat Claim
Orchestrates sequential debates between multiple AI models across four phases (…
53570
danish-mar
Enables searching, discovering, and playing movies from IMDb via a Model Contex…
53571
rodmena-limited
Highway MCP Claim
Enables any MCP host to drive durable, always-on agents that run server-side on…
53572
BrosnanYuen
A standalone FastMCP server that validates symbolic math proof files in YAML fo…
N/A N/A
53573
fyipedia
fyipedia-mcp Claim
Unified MCP server providing AI assistants with 53 tools from 10 developer tool…
53574
dutta-Piyush
Outlook MCP Claim
Enables AI agents to manage Microsoft Outlook emails through the Microsoft Grap…
53575
clauxel
Playwright selector risk checks with healing suggestions and receipts.
53576
yksanjo
rights-mcp Claim
Enables AI agents to search, license, and pay for rights-clean music per use, r…
53577
riisager
FullMention Claim
A secure, high-performance MCP server that gives AI models and agents (like Cur…
53578
mcp-utils Claim 1
Data processing tools: CSV, cleaning, stats, image, report, save, shell
N/A N/A 81
53579
anchetadev
Estimates the environmental footprint of your AI use — energy (kWh), miles driv…
N/A N/A
53580
pranrichh
Spectre Claim
Enables AI agents to search, read user profiles, timelines, media, follow threa…
N/A N/A
53581
oculairmedia
An MCP server for controlling SideFX Houdini via hrpyc, enabling AI assistants …
53582
zbowling
Proxy MCP server that translates tool calls into TypeScript code generation, en…
53583
MMHK
A local MCP server enabling AI assistants to query and analyze data via DuckDB …
N/A N/A
53584
Galvill
vyos-mcp Claim
Enables managing VyOS appliances through their HTTP API, providing tools for co…
53585
academicnair009
A Bloomberg Terminal you can talk to. Query company relationships — suppliers, …
53586
FortuneCasablancas
Author, validate, simulate, and one-click-build game economies on the Magicweav…
53587
404F0X
colab-mcp Claim
Local-first MCP server for controlling Google Colab as a development, shell, fi…
N/A N/A
53588
_@kesslerio
Attio CRM Claim
Connect AI to your Attio CRM. Manage contacts, companies, deals, and sales pipe…
N/A N/A 95
53589
dowon-comsup
Evaluates employment status exemption for corporate directors, family workers, …
53590
Loveacup
Enables AI agents to analyze images, extract text, compare images, and analyze …
N/A N/A
53591
SaideLeon
A Model Context Protocol server that searches educational articles from todamat…
81
53592
Adityas7netapp
A Model Context Protocol server that provides AI-grounded Bing search capabilit…
81
53593
org-mobicycle-ee
Manages Cloudflare KV namespaces and automates email processing from ProtonMail…
N/A N/A
53594
osa-ora
An MCP server for interacting with an HR database, enabling querying employee d…
53595
johnnikolo
posthog-mcp Claim
Enables AI agents to query PostHog analytics data directly via tool calls, incl…
53596
ggampp
MCP server providing 9 tools for coding agents to search technology, developmen…
N/A N/A
53597
CipherSatoru
Enables secure credential storage for AI agents by encrypting secrets and provi…
N/A N/A
53598
hyoseop1231
An AI-powered file management system that integrates with Claude Desktop to pro…
N/A N/A
53599
antonmadto
kicad-mcp Claim
MCP server that analyzes, reviews, and exports KiCad 9 designs, with live board…
N/A N/A
53600
hdent1232
Connects Claude to live U.S. Congress stock trades and institutional 13F holdin…
Showing 53551–53600 of 66502 servers