MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 4 hours ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42951
wysh3
Integrate AI-powered research capabilities seamlessly. Perform web searches, re…
N/A N/A 95
42952
Ap6pack
Enables ethical security testing and attack surface management through SSL cert…
81
42953
MetaLift-AI
metalift Claim
Metalift MCP for AI agents: web search (2 credits), scrape, crawl, and map tools
N/A N/A
42954
skrishnak7
MCP server for flight schedule finding via Skyscanner API. Enables querying fli…
42955
matious89pl
A security-first MCP server for Umami analytics (Cloud and self-hosted v3) enab…
42956
CSOAI-ORG
Signed, hash-chained, tamper-evident AI incident records. EU AI Act Article 73 …
N/A N/A
42957
solve Claim 1
Cloudflare Turnstile CAPTCHA solver for AI agents. $0.002/call, 100 free on sig…
N/A N/A 69
42958
POLONIBOI
zaai-dev-mcp Claim
Zaai Dev brand brief + captured design references for MCP-compatible AI tools.
N/A N/A
42959
elliot-evno
A basic MCP server built with FastMCP framework that provides example tools inc…
N/A N/A 95
42960
loonghao
Enables AI assistants to interact with Autodesk ShotGrid (Flow Production Track…
42961
sjvadrevu
A custom MCP server that connects Claude to Todoist using a permanent API token…
42962
block-town
An MCP server that lets AI assistants look up any advertiser's Google ads. Sear…
42963
miziodel
navigravity Claim
An intelligent MCP server that enables AI agents to act as sophisticated music …
42964
ebenova
fieldops-mcp Claim
N/A N/A 95
42965
trionnemesis
Provides SQL-queryable access to Taiwan's healthcare open data (NHI and Ministr…
42966
vakharwalad23
Enables AI clients to interact with Google services (Gmail, Calendar, Drive, Ta…
42967
ShotaTanikawa
hookray-mcp Claim
Enables AI agents to create disposable webhook URLs, capture incoming HTTP requ…
N/A N/A
42968
BartWaardenburg
A community-built MCP server for the Spaceship API, enabling management of doma…
42969
paraph-sign
paraph-mcp Claim 1
MCP server for the Paraph e-signature API that enables AI tools to fill PDF for…
81
42970
labyrinth-analytics
LoreConvo Claim
Persistent memory layer for MCP-compatible AI agents. Implements save/recall/se…
N/A N/A
42971
eibrahim
Read-only Mac mini AI operator setup offer with queue, pricing, and buyer-route…
42972
jubeju555
Provides file operations (read/write) with an extensible architecture designed …
N/A N/A 95
42973
Rehaan12345
A read-only MCP server for querying Los Angeles City legislative data - Council…
N/A N/A
42974
hgenix20
Amendment-safe 10-K/10-Q section diffs, claim checks vs XBRL, 8-K events. Accur…
67
42975
piotrkandziora
Enables video generation from text prompts and image-to-video using Google Veo …
42976
zkaplan1103
mcp-verify Claim
A benchmarked hallucination detector that returns unsupported claims with detai…
N/A N/A
42977
iqnupe
Exposes Terraform/Terragrunt tooling as Claude Code tools for generating variab…
42978
clouatre-labs
Educational MCP server with math operations, statistics, visualizations, and pe…
81
42979
EEager
MCP server for parsing PDF files, enabling Cursor IDE to extract text, metadata…
N/A N/A
42980 N/A N/A 95
42981
TerraCo89
Enables AI agents to interact with Microsoft SQL Server databases via MCP, supp…
42982
xmszm
xmszm-memory Claim
Multi-user, file-backed MCP memory server enabling isolated namespaces and pers…
42983
g-digital-by-Garrigues
ead-factory Claim
EAD Factory MCP — Digital Trust services APIs for your agents
N/A N/A
42984
junter1989k-ai
Luxembourg Peppol BIS 3.0 e-invoices for AI agents: send, check recipient, get …
42985
angel7i
Enables querying Mexican stock market data (BMV, BIVA) including issuers, intra…
N/A N/A
42986
serpfire
Enables Claude to access Google Search Console data including search performanc…
N/A N/A
42987
kdy565
snuETL-mcp Claim
MCP server that provides tools to interact with SNU eTL (Canvas LMS), including…
N/A N/A
42988
elvismusli
Find, inspect and install reviewed reusable AI-agent capabilities from superski…
42989
fuwadog
forge-mcp Claim
A production-grade, LLM-agnostic local development engine over MCP, providing s…
N/A N/A
42990
cmer81
Enables querying French weather data from Infoclimat via MCP, including station…
42991
torykit
smithery Claim
N/A N/A 95
42992
kesugwa
weather-mcp Claim
N/A N/A 95
42993
zengzeruidd-a11y
A Model Context Protocol (MCP) server that wraps the Amap (高德地图) Web Service AP…
42994
Polaralias
Enables interaction with ClickUp's project management platform through comprehe…
81
42995
adinschmidt
fastmail-mcp Claim
Unified MCP server for Fastmail email (JMAP), calendar (CalDAV), and contacts (…
42996
Dhari-Q
recall-mcp Claim
A shared, local-first memory layer for AI CLIs, providing persistent, layered m…
N/A N/A
42997
WOODSEE-DIGI
Multi-model MCP server enabling code generation, visual analysis, and complex r…
42998
midvash
Free, no-key Bible MCP server — 86 translations in 32 languages, from any MCP c…
42999
chrischall
etix-mcp Claim
Etix event discovery for Claude — search events, venues & performers and fetch …
N/A N/A
43000
mcp-server Claim 1
Cultural intelligence API — Hofstede 6-D, etiquette, risk analysis for 195 coun…
N/A N/A 81
Showing 42951–43000 of 66534 servers
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