MCP Server Quality Scores

Independent quality analysis of 43552 public MCP servers

43552
Discovered
29466
Scored
2111
Verified
16952
Complete

Last updated 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36451
cinderhaus
heygen-mcp Claim
Exposes HeyGen's video generation API to MCP-compatible clients, enabling listi…
36452
stubbedev
Enables natural-language interaction with self-hosted Jira and Bitbucket, provi…
N/A N/A
36453
valente5000
bravelabs Claim
N/A N/A 95
36454
hello-w2hl
Explore your Human Design with AI. Calculate your chart and ask AI how you're d…
81
36455
jezweb
Provides access to NASA's open APIs including astronomy imagery, Mars rover pho…
36456
ssdavidai
joeapi Claim
Manage construction project data across clients, contacts, proposals, estimates…
N/A N/A 95
36457
rh-rahulshetty
AutoMCP Claim
Automatically converts CLI tools, APIs, and programs into MCP servers for LLM a…
N/A N/A
36458
tac0de
Exposes structured prompt generation tools for refactoring protocol and governa…
81
36459
lazymac2x
Cloudflare Workers MCP server: citation-verifier
36460
koyeliaghosh
Provides real-time stock analysis tools including price lookup, comprehensive i…
36461
Nexus-Digital-Automations
A comprehensive Node.js server implementing Model Context Protocol (MCP) that e…
81
36462 N/A N/A 95
36463 N/A N/A 95
36464
flamingo8006
MCP server for AI-driven editing of HWPX (Korean word processor) documents, pro…
N/A N/A
36465
vishal1145
Enables ChatGPT agents to store and retrieve reports in MongoDB Atlas, acting a…
36466
srotzin
Hive Passport MCP
36467
pfarag
Enables interaction with the Mixpost social media management API through natura…
36468 N/A N/A 95
36469
inoyu-dev
Enables Claude to manage user profiles, consents, and context via Apache Unomi …
36470
MARCCHERGGI
MCP server that gives AI assistants real-time access to Stripe business metrics…
36471
Elizabeth1979
An accessibility expert MCP server that provides AI coding assistants with real…
N/A N/A
36472
yaat2000
asdfagwg Claim
N/A N/A 95
36473
apple-techie
A middleware service that allows LLMs and AI assistants to directly interact wi…
81
36474
famma-ai
Enables developers to build OAuth-protected MCP servers on Cloudflare Workers w…
N/A N/A
36475
covertlabsaus
Colab MCP Claim
Enables AI coding assistants like Claude Code, Cursor, and Codex to share chat …
N/A N/A 95
36476 N/A N/A 95
36477 N/A N/A 95
36478
thegridwork
license Claim
Scan dependencies for license compliance — copyleft conflicts, unknown licenses…
N/A N/A 95
36479
seb-8pd6
vistoya Claim
The Vistoya MCP server gives AI agents direct access to a curated, multi-brand …
81
36480
neverinfamous
Deprecated Python-based PostgreSQL MCP server. Users should migrate to the new …
N/A N/A
36481
CSOAI-ORG
Hash-chained HMAC-signed audit log MCP for A2A (agent-to-agent) calls. Every to…
N/A N/A
36482
kevinten-ai
Enables AI image generation, editing, and upscaling via Google Gemini and Image…
36483 N/A N/A 95
36484
LPX55
qwen Claim
N/A N/A 95
36485
bunizao
edstem-mcp Claim
MCP server for Ed Discussion that enables viewing profile, courses, lessons, th…
36486
CrawlForgeDEV
CrawlForge MCP is a production-ready MCP server that gives AI agents the power …
81
36487 N/A N/A 95
36488
Dictation354
MCP server that turns DOI, URL, or paper titles into structured Markdown full-t…
N/A N/A
36489
prashant1507
Provides comprehensive Android device management capabilities through ADB, incl…
N/A N/A
36490
cuongph-dev-work
jira-run-mcp Claim
An MCP server for Jira 8 that enables SSO-authenticated issue management, work …
N/A N/A
36491
pquattro
memoraeu Claim
MemoraEU gives your AI a persistent, encrypted memory — sovereign, zero-knowled…
36492
openclaw-ai
MoltBook Claim
Streamline publishing to popular Japanese platforms like note.com, Zenn, and Qi…
81
36493
lionelschiepers
Provides real-time stock quotes, historical data, and stock search via Yahoo Fi…
36494
pipeworx-io
Enables querying Wynncraft MMORPG data including player stats, guilds, leaderbo…
36495
cammac
IBANforge Claim
IBAN validation, BIC/SWIFT lookup, Swiss clearing, SEPA compliance and risk ind…
81
36496
tiantian-pago
Provides AI-powered media generation tools including image, speech, video, OCR,…
36497
xhae123
leafeep-mcp Claim
A quiz distribution and grading server for educators. Create exams, generate st…
36498
fastmcp-me
MCP Fivetran Claim
Enables AI assistants to manage Fivetran users and connections, including invit…
36499
cogniahq
Enables AI assistants to query end-to-end encrypted memories from Cognia worksp…
N/A N/A
36500
signal8ai
Provides AI agents with direct access to SEC filing intelligence, company funda…
Showing 36451–36500 of 43552 servers
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