MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38201
Screen regulated-health marketing copy against source-cited rulesets, all 50 st…
N/A N/A 81
38202
neltomw
spaces Claim
myspAIce, give your AI a social life: games, music, friendships. An immersive w…
N/A N/A
38203
Desearch-ai
Desearch AI Claim
Enable real-time AI-powered search capabilities including Twitter (X) and web s…
N/A N/A 95
38204
Evin009
Enables users to interact with GitHub via natural language requests, executing …
38205
toms74209200
mcp-maxima Claim
Enables interaction with Maxima, a computer algebra system, for symbolic mathem…
38206
JXUE0
Professional MCP server for video editing automation with OpenCut.
N/A N/A
38207
somoscooper
cooper Claim
Cooper: catálogo, cobertura, razas y turnos del marketplace argentino de cuidad…
38208
ioai-labs
neo Claim
Portafolio argentino consolidado, precios BYMA en vivo, cauciones y ordenes. So…
38209
Jogesh6895
An MCP server that enables searching across multiple RSS feed sources simultane…
38210
HazloPosible
Search volunteer opportunities across Spain via hacesfalta.org
N/A N/A
38211
Samarth-23-eng
MCP server for Indian vehicle RTO: decode number plates, calculate road tax, ch…
N/A N/A
38212
cvpop
CVpop Claim
# CVpop MCP Server Create and customize professional CVs and resumes directly …
81
38213
hyunseok-ctrl
An MCP server that enables natural language interaction with the Notion API, al…
N/A N/A 95
38214
gregorizeidler
Enables natural language queries for Porto Alegre's public transport system, in…
N/A N/A
38215
budgetpixel-ai
mcp Claim
Generate AI images, video, music, and sound effects, and upscale them, from any…
38216
aidb Claim 1
Debug any supported language with breakpoints, variable/state inspection, and s…
N/A N/A 81
38217
jyphotography
Enables AI assistants to search, retrieve, and manage Confluence pages, and gen…
38218
Aidress-ai
aidress Claim
Verify, discover, and rate AI agents before transacting.
N/A N/A
38219
Firou91
dyslex.ia Claim
Accessibility MCP server and Agent Skills for AI agents. Requires Superpowers.
N/A N/A
38220
y0mulab
MCP server enabling full-text search of Japanese corporate IR filings (EDINET) …
38221
schilotte
An MCP server deployed on Cloudflare Workers that provides access to Uruguayan …
81
38222
DotNova
ContextLayer Claim
Intelligent context infrastructure for AI teams: knowledge graph, sessions, tas…
38223
ergoveritas1-alt
Free website privacy scanner for pre-consent cookies, trackers, consent, policy…
38224
christophertmonk
A suite of essential utility tools for AI agents, featuring clean HTML-to-Markd…
81
38225
codingriver
upilot Claim
Unity Editor automation bridge for AI agents and MCP clients, enabling inspecti…
N/A N/A
38226
lie5860
Enables Claude to perform real-time web searches and fetch web page content via…
38227
clauxel
A paid remote MCP for developer endpoint scanner MCP, built to return verdicts,…
38228
Inferensys
Apollo.io MCP server for prospecting, enrichment, CRM, sequences, and outreach …
N/A N/A
38229
sbraind
Enables AI assistants to read, write, format, and analyze Excel files with 34 t…
N/A N/A
38230
CrispyW0nton
A local MCP server that enables Codex to inspect and interact with Chrome tabs …
N/A N/A
38231
RailKill
Model Context Protocol (MCP) server to execute aider-specific code editing oper…
N/A N/A
38232
luoyonghao1997
UVM 1.2 MCP Claim
Enables Claude to access and search UVM 1.2 source code, class hierarchies, and…
N/A N/A
38233
AceDataCloud
mcp-aichat Claim
MCP server for AI dialogue using various LLM models via AceDataCloud
38234
hevji
Enables AI assistants to manage a Discord server, including creating channels, …
38235
GET-Technology-Inc
Provides AI assistants with direct access to Jamf official documentation, enabl…
38236
ashlrai
Stop AI coding agents from leaking API keys. Local proxy swaps real secrets for…
N/A N/A
38237
surplus96
Analyzes corporate financial information using Korea's DART API, supporting fin…
38238
CCSTT-dev
callable Claim
API for AI agents to delegate tasks to real humans.
38239
ttekun
Enables AI assistants to read Bitbucket Cloud pull requests and diffs through n…
38240
xiaobenyang-com
Log meals and instantly find calorie information for foods. Get a clear daily s…
N/A N/A 95
38241
OneCodeToEnd
MCP Data API Claim
A FastMCP-based server that provides tools for API discovery and execution, hie…
N/A N/A
38242
plugrail
Japanese holiday and business-day calculations using official Japan Cabinet Off…
38243
gianjohn88
XP-MCP Claim
XP-MCP provides 40+ specialized AI agents trained on real API documentation, en…
N/A N/A
38244
clarilayer
ClariLayer Claim
Individual-analyst context layer over MCP: bootstrap, reconcile, and remember y…
38245
kuibin-dev
hsk-mcp Claim
A remote Model Context Protocol (MCP) server that gives AI assistants structure…
81
38246
muazam99
Read-only MCP server that lets coding AI agents inspect Oracle Database schema …
N/A N/A
38247
JulianThorpe
Provides tools to check appointment availability and format call summaries via …
N/A N/A
38248
piedraprog
An MCP server designed to interact with the RifaExpress backend via PostgreSQL …
81
38249
David-IABB
Enables insurance policy analysis, risk assessment, and policy comparison with …
N/A N/A
38250
sandraschi
inkscape-mcp Claim
Enables AI agents to control Inkscape for vector graphics editing via MCP tools.
N/A N/A
Showing 38201–38250 of 67181 servers
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