MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41101
Umarfarook1
A BigQuery MCP server with mandatory cost guardrails that dry-run every query b…
41102
Szatek
An MCP server that allows AI agents to search and retrieve GIFs using the Giphy…
41103
guidobonomini
A specialized MCP server for Argentine legal professionals, enabling legal rese…
81
41104
katokdoescode
An MCP server that exposes Nuxt UI documentation and resources via a standardiz…
41105
liuguoping1024
A lottery information query service for the Shanghai region that provides winni…
81
41106
RishaanJ
govee-mcp Claim
Control a Govee BLE RGBIC LED strip from Claude (or any MCP client) over Blueto…
N/A N/A
41107
hallboys
Enables Claude to interact with Acumatica ERP through a remote MCP server with …
41108
clauxel
Remote MCP for Universal Cart merchant readiness MCP, structured receipts, audi…
41109
atomcp-ai
polygon-mcp Claim
Enables querying real-time and historical financial market data for stocks, opt…
41110
THORCollective
A behavioral threat hunting MCP server that focuses on adversary TTPs rather th…
41111
codeislaw101
katzilla Claim
Unified data API for AI agents — 300+ free, public, and government data sources…
83
41112
itk-dev
Provides AI coding assistants with access to ITK Dev Docker documentation and p…
N/A N/A
41113
Creed-Space
vcp-mcp Claim
Value Context Protocol tools: VCP/I tokens, CSM1 codes, VCP-Lite, and context e…
N/A N/A
41114
Leeroo-AI
MCP server that turns AI coding agents into ML/AI experts by providing best-pra…
N/A N/A
41115
KevinBangbang
neurolisp Claim
White-box MCP workflow orchestrator for Claude Code. Sexpr workflows stored in …
N/A N/A
41116
AixLabTech
An MCP server that enables AI assistants to interact with Kan boards through th…
41117
sgoley
Converts Quicken QIF files into a queryable DuckDB database and exposes financi…
N/A N/A
41118
runapi-ai
MCP server for the Runway Aleph model line. Enables creating edit video tasks, …
41119
apache
An MCP server for OpenServerless that exposes action tools for creating, invoki…
N/A N/A
41120
nexus-xyz
Enables AI agents to interact with the Nexus blockchain, providing tools for qu…
N/A N/A 95
41121
madaoQ
A Type 3 DAuth MCP server for Perplexity AI API that provides web search, chat,…
41122
Theycallmeholla
MCP server enabling AI assistants to explore schema.org types, generate JSON-LD…
N/A N/A
41123
ismael9291
Enables interaction with the *arr media management suite (Sonarr, Radarr, Lidar…
41124
xiaobenyang-com
Search Berlin administrative services by name or topic. Get detailed requiremen…
N/A N/A 95
41125
nahdd123uosackr
nahdd123 Claim
N/A N/A 95
41126
sourjya
TracePulse Claim
Runtime feedback MCP server for AI coding agents. It watches dev server logs, p…
N/A N/A
41127
mcp Claim 1
Play ranked FluxDots matches against humans on a shared Elo ladder. Zero-depend…
N/A N/A 81
41128
aoyn1xw
firsty-mcp Claim
An MCP server that wraps the Firsty telecom API, allowing AI agents to manage e…
N/A N/A
41129
wernerglinka
Provides tools for scaffolding, validating, and maintaining Metalsmith plugins …
41130
pipeworx-io
Web scraping and search MCP server that wraps Firecrawl API for URL discovery a…
41131
efekucuk
Enables interaction with the Etherlink blockchain, including balance checks, tr…
41132
yoloyash
A self-hosted MCP server providing web search and URL fetching tools, running l…
N/A N/A
41133
APMC1
Pre-execution audit for autonomous agents. Independent receipt before irreversi…
N/A N/A
41134
TamalAdebisi
phasefolio Claim
Biotech rNPV/PoS engine for AI agents. Signed exports, evidence register, asset…
41135
nmelo
Helps systematically refine vague ideas into well-structured prompts through gu…
N/A N/A
41136
richard-luc
Enables AI tools to create, edit, and inspect KiCAD schematic files, including …
N/A N/A
41137
mohamedhafez87
Provides tools to view operational state and change configuration of Nokia SR O…
41138
SCV-Consultants
selenium-mcp Claim
A production-ready MCP server that exposes Selenium 4 browser automation as MCP…
N/A N/A
41139
mingtian6000
Enables interaction with Jenkins CI jobs, including triggering and stopping bui…
41140
ghensley
Provides circuit simulation capabilities via MCP, enabling creation, simulation…
N/A N/A
41141
satovarb16
runwayMCP Claim
runwayMCP enables job seekers to evaluate US job postings by automatically chec…
N/A N/A
41142
Augmented-Nature
Provides comprehensive access to the NCBI Datasets API, enabling genomic, taxon…
41143
DevCraftXCoder
SIEMen Claim
Enables AI agents to read, write, and search security findings, engagement memo…
41144
dorialn68
Enables AI-powered 3D content creation in Blender through natural language, inc…
N/A N/A
41145
vdanen
osidb-mcp Claim
MCP server for OSIDB (Red Hat Product Security's vulnerability management syste…
41146 N/A N/A 95
41147
arnstarn
MCP server for the Splunk On-Call (VictorOps) API providing comprehensive incid…
41148
gkmex75
Provides access to public GST Cranes resources including company records, Crane…
41149
metkamedia
Enables natural language management of Google Tag Manager resources including a…
41150
Roach
airglow Claim
Controls Philips Hue lights based on Claude Code session events, using color an…
N/A N/A
Showing 41101–41150 of 67197 servers
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