MCP Server Quality Scores

Independent quality analysis of 64798 public MCP servers

64798
Discovered
30737
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41201
presidio-oss
A Model Context Protocol (MCP) server for Specifai project integration and auto…
N/A N/A
41202
MrCerq
AgentCanary Claim
Market context for AI agents: fresh regime, risk, narrative and scenario state …
N/A N/A
41203
dhnpmp-tech
@dcp/mcp Claim
Enables AI agents to access DCP's Saudi-hosted AI compute platform for inferenc…
41204
icdmkg2
Enables AI apps to connect to remote servers via SSH, SFTP, and tunnels.
N/A N/A
41205
Undermybelt
cerberus-mcp Claim
An MCP server that provides ultra-efficient code exploration through AST analys…
N/A N/A
41206
Noriget
AgentCron Claim
Schedule tasks for later from your AI agent: reminders, delayed webhooks, recur…
41207
utkucy
Enables natural language interaction with the Avalanche blockchain through AI a…
N/A N/A 95
41208
M2201
AI strategy, workflow automation, and process-improvement assessment for small …
41209
moechehabb
Arthur Claim 1
An MCP server that enables developers to summon AI development team agents dire…
N/A N/A 95
41210
epakhomov
bd-skill Claim 1
An MCP server that provides Claude Code with access to Black Duck SCA for manag…
81
41211
clauxel
Remote MCP for C2PA disclosure policy MCP, structured receipts, audit logs, and…
41212
emergencescience
mcp Claim
Post bounties, solve tasks, earn credits on Emergence Science — the agent econo…
N/A N/A
41213
ahmaddeveloper17
Generates professional client proposals including timeline, tech stack, price e…
N/A N/A
41214
smartschool-mcp Claim 1
Access Smartschool courses, grades, assignments, and messages through the Model…
N/A N/A 81
41215
geraservicesuk
mcp-geracity Claim
Smart city builder game MCP server by Gera Services. Build cities, earn GeraCoi…
N/A N/A 95
41216
topness-msft
CrowdHum Claim
Create and run live audience polls from your AI assistant, with a scan-to-vote …
41217
CSOAI-ORG
Hash-chained HMAC-signed audit log MCP for A2A (agent-to-agent) calls. Every to…
41218
alfredoizdev
Persistent memory MCP server for Claude Code, Cursor, and GitHub Copilot.
N/A N/A
41219
farmountain
A Python CLI package aaws published to GitHub with PyPI distribution via GitHub…
N/A N/A 95
41220
Calame-Tech
Calame Claim
Visual no-code generator that turns any database into multiple scoped MCP serve…
41221
elibarnett
kie-mcp Claim
MCP for kie.ai: 45+ image, 70+ video, 20+ audio models with model intelligence
N/A N/A
41222
takurot
Enables querying Utsunomiya city's open datasets using natural language, with f…
41223
axel-belfort
Crypto wallet portfolio API for AI agents. Full token holdings across Ethereum,…
81
41224
Voltcast-com
voltcast Claim
European day-ahead electricity prices (43 zones), accuracy-published forecasts,…
41225
Konfuzian
Enables deploying a remote MCP server on Cloudflare Workers with OAuth authenti…
N/A N/A
41226
jgsystemsconsulting
An MCP server that gives an AI agent read and write access to a live SysML v2 m…
41227
Ranork
remnus Claim
MCP-native open-source Notion alternative: read & write pages, databases and ka…
41228
Glebenjoy
Hyperliquid perp & spot data: prices, funding, open interest, order book, posit…
N/A N/A
41229
ServiceStack
omarchy-mcp Claim
Enables AI assistants to manage Omarchy desktop themes, including listing, swit…
N/A N/A
41230
SpiderIQ
publish Claim
SpiderIQ Publish: content platform MCP (pages, posts, templates, components, do…
N/A N/A
41231
khawjaahmad
A basic example of deploying a serverless Model Context Protocol (MCP) server u…
N/A N/A 95
41232
memforge-memory Claim 1
Team engineering memory for AI coding assistants. 47 MCP tools, pgvector semant…
N/A N/A 61
41233
CSOAI-ORG
job-description-ai-mcp MCP server by MEOK AI Labs
N/A N/A
41234
IndoTender
IndoTender Claim
Indonesian government procurement — LPSE tenders, Inaproc data, and company pro…
41235
bawbel
Security scanner for MCP servers and skill files. Detects AVE vulnerabilities b…
N/A N/A
41236
PedramMadani
EU AI Act compliance in your editor: classify risk, cite obligations, draft Art…
N/A N/A
41237
demilul
Local MCP server and CLI for Access layout files, rendered to SVG without Micro…
N/A N/A
41238
Conv-AI
Analyze Convai sessions, latency, reliability, usage, and provider telemetry vi…
N/A N/A
41239
swesmith-repos
Bridges AI models with WinDbg to analyze Windows crash dumps and perform remote…
N/A N/A 95
41240
Rishav0123
Sentimatix Claim
Real-time NSE/BSE stock sentiment, news NLP, technical analysis & RAG search vi…
41241
Wildcard-Official
deepcontext Claim 1
Advanced codebase indexing and semantic search MCP server
N/A N/A 67
41242
linkguard-mcp Claim 1
Backlink tools for AI assistants: redirect, Google index, and backlink health c…
N/A N/A 69
41243
modeldriveprotocol
Exposes runtime-local capabilities from browsers, apps, devices, and local proc…
N/A N/A
41244
danieleugenewilliams
Provides persistent local memory functionality for AI assistants, enabling them…
N/A N/A 95
41245
SunnyCloudYang
hugo-mcp Claim
A powerful MCP server for managing Hugo static site generator. This server prov…
N/A N/A 95
41246
universal-mcp
Enables interaction with Google SearchConsole tools and services through a unif…
41247
CSOAI-ORG
qr-code-ai-mcp MCP server by MEOK AI Labs
N/A N/A
41248
QwertyBit-Ventures
company-data Claim
Read-only data on 3.9M Romanian companies: search, profiles, financials, status…
41249
OdinBot33
AI Agent Astrology — natal charts, transits, cosmic weather, and forecasts for …
N/A N/A 95
41250
Allied-Business-Solutions
MCP server providing 75 tools for querying devices, managing alerts, running sc…
Showing 41201–41250 of 64798 servers
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