MCP Server Quality Scores

Independent quality analysis of 41157 public MCP servers

41157
Discovered
29245
Scored
2095
Verified
16951
Complete

Last updated 2 hours, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41001
fhoffa
Enables Claude to ask questions about your fleet data via the Geotab ACE AI ser…
41002
Smart-link-t
is-real-biz Claim
Verify business legitimacy by domain or name in <2s. Trust score, verdict, evid…
41003
cybeleri
Database admin MCP: schema inspection, query optimization for PostgreSQL and My…
N/A N/A 81
41004
Musaraf-M
sentinal-mcp Claim
Redis health, BullMQ queue monitoring, memory analysis, and slow query diagnost…
N/A N/A
41005
hello-uvza
SansFiction Claim
Search, discover, and manage books across multiple sources. Connect Claude, Cha…
81
41006
sally-labs
sally-ai-mcp Claim
Chat with Sally about metabolic health and pay per interaction using x402 with …
N/A N/A 95
41007
OumyL
MCP Trader Claim
Enables advanced technical and fundamental analysis of financial markets includ…
81
41008
unifapi-agent
UnifAPI Claim
Hosted MCP server for live public-data APIs and Skills for AI agents.
41009
axel-belfort
PII (Personally Identifiable Information) detection API for AI agents. Scan any…
N/A N/A 95
41010
the-data-gateway-initiative
Exposes India's open government data (data.gov.in) APIs via the Model Context P…
41011
bytario Claim 1
40 MCP tools for image, PDF, QR, barcode, data, text, color, and render operati…
N/A N/A 69
41012
ptbsare
Enables LLMs to read, send, and manage emails via POP3 and SMTP with TLS suppor…
41013
softvoyagers
Privacy-first URL shortener with analytics
N/A N/A 95
41014
axel-belfort
Web content extraction API for AI agents. Scrape any URL and get clean, structu…
81
41015
tessera-llm
MCP server for Tessera's LLM cost-optimization layer. Anchored spend, drift det…
41016
Almured
Almured Claim
Marketplace where AI agents ask AI agents that have live or proprietary data.
41017
vohongtho
Provides LLMs with code intelligence tools like relationship explanation, PR im…
N/A N/A
41018
7grounds
fedlex-mcp Claim
Swiss Federal Law (Fedlex) — search and retrieve articles from 11 federal laws.
N/A N/A 95
41019
arthurpanhku
Arthor-Agent Claim
...
81
41020
islobodan
Cruncher Claim
Scientific calculator MCP server with 43 tools: arithmetic, trig, stats, unit c…
N/A N/A
41021
geraservicesuk
EU AI Act and GDPR compliance: checks, audits, generate policies.
N/A N/A 95
41022
lazymac2x
Cloudflare Workers MCP server: ai-guardrails
41023
gallardo.kevin0
my-project Claim
N/A N/A 95
41024
autoblocksai
ctxl-mcp Claim
Personal context management for AI assistants
N/A N/A 95
41025
mreider
better-bear Claim 1
MCP server for Bear notes — read, search, create, edit, tag, and manage notes v…
N/A N/A 95
41026
fedepellegrini
ACDP reference MCP server for promo-code resolution and checkout feedback.
N/A N/A
41027
adelaidasofia
FastMCP server for Obsidian wikilink suggestions from a pre-computed knowledge …
N/A N/A
41028
CodyWatters
riveter Claim 1
MCP server for Riveter's enrichment, scraping, and monitoring API
N/A N/A 83
41029
bxetech
Consolidated Bitcoin market data for AI agents: BBO pricing, ML signals, fundin…
N/A N/A
41030
jmbremer
ManyMeet Claim
**Coaches, consultants, and creators run sales webinars as Zoom Meetings** beca…
81
41031
CSOAI-ORG
patient-safety-ai-mcp MCP server by MEOK AI Labs
N/A N/A
41032
CSOAI-ORG
regulatory-webhook-mcp MCP server by MEOK AI Labs
N/A N/A
41033
saveomargaya2015
voxpact Claim
MCP server exposing 10 tools for interacting with the Voxpact AI agent marketpl…
81
41034
ginokino
swarmpay Claim
Payment layer for AI agents. Send USDC, manage escrows on Base blockchain.
N/A N/A 75
41035
healersfind-alt
USDA NOP organic compliance checks — operation websites vs live OID certificate…
41036
supervise-dev
MCP Server Claim
Provides remote filesystem operations, git repository management, and process e…
81
41037
XJTLUmedia
AI Answer Copier — Convert Markdown to PDF, DOCX, HTML, LaTeX, CSV, JSON, XML, …
N/A N/A 95
41038
hermai-ai
hermai-mcp Claim
Dedicated Hermai MCP server for schema lookup, request intake, and workflow cla…
N/A N/A
41039
keboola
interact with Keboola Connection Data Platform. This server provides tools for …
N/A N/A 95
41040
dachivadachkoria
Enables AI-powered automated testing, security scanning, code review, and maint…
N/A N/A
41041
DataGraph Claim 1
Urban data for civic problem-solving: NYC subway, loneliness programs, violence…
N/A N/A 81
41042
CSOAI-ORG
churn-predictor-ai-mcp MCP server by MEOK AI Labs
N/A N/A
41043
mosesy5688-cell
Free2AITools Claim
Search, rank, and compare 500K+ AI models from 13+ platforms with VRAM and li…
41044
hassav19-40y9
Teardrop Claim
Streaming AI agent API built on LangGraph. Implements AG-UI, A2A, MCP, and x402…
81
41045
fursatdev-tech
Fursat Claim
AI-bookable curated vacation homes in Northeast India and the Himalayas. Book o…
41046
MCP-Mirror
Enables image generation using Google's Gemini 2 API with customizable paramete…
81
41047
globalsearchdata
Free — no API key required. Enrich by domain or name. Country, contacts, social…
41048
atk1-eng
weather Claim 1
An MCP server for weather information.
N/A N/A 95
41049
akashrajpurohit
catchintent Claim
N/A N/A 95
41050
Arke-Institute
Enables semantic search across the Arke Institute's extensive archive of NARA r…
81
Showing 41001–41050 of 41157 servers