MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41951
CourtimusPrime
gopher Claim
Lead intelligence layer for AI agents. Discover and enrich B2B prospects from n…
N/A N/A
41952
sham-devs
mcp-md-pdf Claim
Converts Markdown files to Word (.docx) and PDF documents. Supports .dotx templ…
N/A N/A
41953
DOsinga
Provides real-time stock price tracking with an interactive dashboard, fetching…
41954
ccedacero
MCP server giving Claude AI access to 22+ NYC public-record databases for real …
41955
Desz01ate
math-mcp Claim
A secure MCP server for evaluating mathematical expressions with grammar valida…
N/A N/A
41956
buildbetter-app
BuildBetter Claim
AI for product teams. Connect all your company and customer knowledge to all of…
81
41957
juanqui
MCP server for the JouleScope JS220 precision energy analyzer, enabling agents …
N/A N/A
41958
Vertisky
Free unit & live currency conversion tools from toolalize.com (convert_units, c…
41959
clauxel
A paid remote MCP for ppt-master, built to return verdicts, receipts, usage log…
41960
Wakizara
val Claim
QA agent for vibecoded apps. Real browser checks, your AI fixes them. Ship to g…
N/A N/A
41961
Yuuhann1999
MCP server for managing video storyboard tasks, enabling Codex to automatically…
N/A N/A
41962
metalralf
MCP server that exposes SonarQube data as AI agent tools, enabling project disc…
41963
AiAgentKarl
Provides AI agents with access to trending topics from Reddit and HackerNews us…
41964
Riku-KANO
An MCP server that provides a guarded interface to the mem9 persistent memory b…
41965
datakoot
SEC EDGAR for AI agents: company filings, financials and insider trades. No API…
41966
Dokkabei97
Enables orchestrating multiple AI CLI agents (Claude Code, Codex, Gemini CLI, C…
N/A N/A
41967
azizketata
pm4py-mcp Claim
An MCP server that wraps PM4Py to bring research-grade process mining (event lo…
N/A N/A
41968
detection-forge
LOLBAS, GTFOBins, and process parent-child lookups for detection engineering ag…
N/A N/A
41969
Infall-Insurance
Provides tools for managing Trello boards, lists, and cards via natural languag…
41970
Omnidim
Official MCP server for OmniDimension. Drive voice agents, dispatch calls, and …
41971
TeamTixxly
travel-mcp Claim
Tixxly MCP server — connect AI agents to tours, experiences, and activities
N/A N/A 83
41972
menaker
adtest-mcp Claim
AI-only ad scoring for Claude: score image, video or text ads on 13 dimensions …
N/A N/A
41973
fivanparedes
MKMChat Claim
AI assistant and MCP server for Mortal Kombat Mobile that provides intelligent …
N/A N/A
41974 N/A N/A 95
41975
tako0614
Takos Office Claim
Self-hosted productivity suite with document, slide, and spreadsheet editors, a…
41976
RCOLKITT
mcp Claim
Cited, receipt-backed US home-buying data & calculators — education-only, every…
41977
toddle-edu
A server that converts Figma designs into pseudo-code structures optimized for …
81
41978
Traia-IO
MCP server providing access to Binance public market data, including klines, or…
41979
found402
Converts data between JSON, CSV, XML, YAML, Markdown, HTML and TOML instantly. …
81
41980
mohachi8
apple-mcp Claim
N/A N/A 95
41981
DataGraph Claim 1
Urban intelligence knowledge graph. Structured locality data for civic problem-…
N/A N/A 81
41982
ma-za-kpe
Launch voice collection campaigns for feature phones, list active tasks, and mo…
N/A N/A 95
41983
null
Canvas Claim
Canvas MCP is a collection of Canvas LMS tools for the model context protocol. …
81
41984
trendsmcp
Provides news sentiment scores, media volume trends, and historical coverage da…
41985
m2ai-mcp-servers
MCP server for clinical charting with Claude (codename: Ratchet) - Enables Clau…
41986
JakeTeagle
Ashby MCP Claim
Connects your Ashby recruiting data to Claude, enabling natural language querie…
81
41987
octolens
Octolens Claim
Stop context-switching between work and social platforms. Monitor brand mention…
N/A N/A 95
41988
groundcobra009
Unofficial MCP server for Yahoo! Transit that provides Japanese train route sea…
41989
kernora-ai
agent-sec Claim
Zero-install security baseline for AI coding agents — OWASP/CWE-cited rules ove…
41990
CROCODILE-CESM
MCP server for debugging regional ocean (MOM6 + CESM) model runs, combining log…
N/A N/A
41991
JorgeHI
Provides context about Toon Boom Harmony and its scripting API, enabling AI ass…
N/A N/A
41992
xiaobenyang-com
how-to-cook Claim
An AI recipe recommendation server based on the MCP protocol, providing functio…
N/A N/A 95
41993
JDS300
Limitless Claim
A portable self-hosted memory layer for AI tools, storing context, memories, an…
41994
hec-ovi
Enables AI agents to perform multi-engine web search, fetch web pages, and extr…
41995
ollo12-prog
Check U.S. NHTSA vehicle safety recall campaigns by make, model, and year. Live…
41996
WingedGuardian
Agent Tools Claim
9 utility tools for agents: DNS, WHOIS, email, IP, URL, headers, QR, text, tech…
41997
ZebpayRajesh
MCP server for ZebPay crypto exchange — fetch prices, balances, and manage orde…
N/A N/A 75
41998
msradam
semley Claim
Enables autonomous SRE incident investigation by allowing users to describe inc…
N/A N/A 95
41999
TushaeBXN
engram Claim
Provides persistent, local-first AI memory across sessions via MCP tools for st…
N/A N/A
42000
CSOAI-ORG
ISO 19650 / UK BIM Level 2 compliance for construction projects. EIR, BEP, MIDP…
N/A N/A
Showing 41951–42000 of 67197 servers
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