MCP Server Quality Scores

Independent quality analysis of 40420 public MCP servers

40420
Discovered
29216
Scored
2094
Verified
16951
Complete

Last updated 1 hour, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40201
ehdgns1766
test-server Claim
N/A N/A 95
40202
Arke-Institute
Enables semantic search across the Arke Institute's extensive archive of NARA r…
81
40203
atk1-eng
weather Claim 1
An MCP server for weather information.
N/A N/A 95
40204
akashrajpurohit
catchintent Claim
N/A N/A 95
40205
globalsearchdata
Free — no API key required. Enrich by domain or name. Country, contacts, social…
40206
MCP-Mirror
Enables image generation using Google's Gemini 2 API with customizable paramete…
81
40207
mosesy5688-cell
Free2AITools Claim
Search, rank, and compare 500K+ AI models from 13+ platforms with VRAM and li…
40208
hassav19-40y9
Teardrop Claim
Streaming AI agent API built on LangGraph. Implements AG-UI, A2A, MCP, and x402…
81
40209
fursatdev-tech
Fursat Claim
AI-bookable curated vacation homes in Northeast India and the Himalayas. Book o…
40210
DataGraph Claim 1
Urban data for civic problem-solving: NYC subway, loneliness programs, violence…
N/A N/A 81
40211
CSOAI-ORG
churn-predictor-ai-mcp MCP server by MEOK AI Labs
N/A N/A
40212
dachivadachkoria
Enables AI-powered automated testing, security scanning, code review, and maint…
N/A N/A
40213
XJTLUmedia
AI Answer Copier — Convert Markdown to PDF, DOCX, HTML, LaTeX, CSV, JSON, XML, …
N/A N/A 95
40214
hermai-ai
hermai-mcp Claim
Dedicated Hermai MCP server for schema lookup, request intake, and workflow cla…
N/A N/A
40215
keboola
interact with Keboola Connection Data Platform. This server provides tools for …
N/A N/A 95
40216
blueskylineassets
Agent observability: structured logging, cost tracking, and compliance audit tr…
N/A N/A 83
40217
supervise-dev
MCP Server Claim
Provides remote filesystem operations, git repository management, and process e…
81
40218
healersfind-alt
USDA NOP organic compliance checks — operation websites vs live OID certificate…
40219
ginokino
swarmpay Claim
Payment layer for AI agents. Send USDC, manage escrows on Base blockchain.
N/A N/A 75
40220
saveomargaya2015
voxpact Claim
MCP server exposing 10 tools for interacting with the Voxpact AI agent marketpl…
81
40221
geraservicesuk
mcp-geraride Claim
Book rides, request deliveries, estimate fares, track trips. 50+ countries.
N/A N/A 95
40222
CSOAI-ORG
regulatory-webhook-mcp MCP server by MEOK AI Labs
N/A N/A
40223
CSOAI-ORG
patient-safety-ai-mcp MCP server by MEOK AI Labs
N/A N/A
40224
jmbremer
ManyMeet Claim
**Coaches, consultants, and creators run sales webinars as Zoom Meetings** beca…
81
40225
CodyWatters
riveter Claim 1
MCP server for Riveter's enrichment, scraping, and monitoring API
N/A N/A 83
40226
raumnebenan-mcp Claim 1
raumnebenan-mcp MCP server (remote, JSON-RPC 2.0)
N/A N/A 81
40227
bxetech
Consolidated Bitcoin market data for AI agents: BBO pricing, ML signals, fundin…
N/A N/A
40228
adelaidasofia
FastMCP server for Obsidian wikilink suggestions from a pre-computed knowledge …
N/A N/A
40229
mreider
better-bear Claim 1
MCP server for Bear notes — read, search, create, edit, tag, and manage notes v…
N/A N/A 95
40230
fedepellegrini
ACDP reference MCP server for promo-code resolution and checkout feedback.
N/A N/A
40231
autoblocksai
ctxl-mcp Claim
Personal context management for AI assistants
N/A N/A 95
40232
geraservicesuk
EU AI Act and GDPR compliance: checks, audits, generate policies.
N/A N/A 95
40233
lazymac2x
Cloudflare Workers MCP server: ai-guardrails
40234
gallardo.kevin0
my-project Claim
N/A N/A 95
40235
pytheum
Pytheum MCP Claim
Wraps the four public endpoints on api.pytheum.com as MCP tools so AI agents ca…
40236
MattJeff
Visa requirements for 39,585 passport-destination pairs in 15 languages.
N/A N/A
40237
ScrapeGraphAI
Scrapegraph Claim
Convert webpages to clean markdown or structured data with minimal effort. Run …
N/A N/A 95
40238
lazymac2x
Cloudflare Workers MCP server: graphql-dos-shield
40239
Fast HTML MCP Claim 1
Lightning-fast HTML generation from AI agents with 15 tools, 22 components, and…
N/A N/A 81
40240
vector-memory Claim 1
Semantic document memory using Redis vector store. Save and recall files with n…
N/A N/A 81
40241
warmthengine
AI infrastructure coordination intelligence: events, connections, sovereign pro…
40242
Happm3p
A FastAPI server that enables interaction with YouTube's data through search, v…
N/A N/A 95
40243
damankaur-dev
Openlaw MCP Claim
OpenLawMCP is an open-source legal AI research tool built to make AI-assisted l…
40244
CSOAI-ORG
content-calendar-ai-mcp MCP server by MEOK AI Labs
N/A N/A
40245
seanshin0214
MCP-RAG Claim
Turns Claude Desktop into a personal document question-answering system using l…
N/A N/A 95
40246
guillaume.beauverd
candice-ai Claim
N/A N/A 95
40247
Vadosdavos
A Model Context Protocol (MCP) server that provides access to Yandex Metrika an…
81
40248
Apex-Foundation
copilot-mcp Claim
Web3 founder diligence: code audit, jurisdiction, fund matching, portfolio, sco…
N/A N/A
40249
ahmed-coding
Production-grade, autonomous Model Context Protocol (MCP) server that elevates …
N/A N/A
40250
cyberbuff
Provides access to Atomic Red Team tests, enabling search, validation, and exec…
Showing 40201–40250 of 40420 servers
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