MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45951
mroops0111
Mount many OpenAPI specs (or your existing FastAPI app) as MCP servers in one p…
45952
WenZhimo
Provides font subsetting and web-font generation tools (split_font, split_font_…
N/A N/A
45953
cs50victor
claude-teams Claim
MCP server that enables multi-agent collaboration with task lists, inter-agent …
N/A N/A
45954
GMapsExtractor
Live Google Maps business search, review, and photo data for AI agents over MCP.
45955
LinkDeal
LinkDeal Claim
Find B2B leads from LinkedIn engagement, enrich contacts and deliver to Slack.
45956
yashhooda1
garmin-mcp Claim
Enables AI assistants to read Garmin activities and create/schedule structured …
45957
Vico86
RedditGrow Claim
Reddit growth toolkit — opportunities, replies, cold DMs, brand mentions, SEO, …
45958
uno-km
A Model Context Protocol server integrating developer tools including Git contr…
45959
junter1989k-ai
Kuwait payments for AI agents — KNET via Tap Payments. Never holds funds.
45960
pipeworx-io
mcp-espn Claim
ESPN MCP — keyless multi-sport live scores, teams, and news via ESPN's public s…
45961
dazeb
Enables searching and retrieving images from Wikipedia Commons with detailed me…
45962
cairo-pyramids
geo-mcp Claim
UK-specialist MCP server that lets an LLM agent answer location-grounded questi…
81
45963
berntpopp
clingen-link Claim
Enables querying ClinGen curated evidence for gene-disease validity, dosage, ac…
45964
jagypus
signal-mcp Claim
Enables querying Signal Desktop chats and messages by reading the encrypted SQL…
N/A N/A
45965
RoninForge
Read-only, zero-key MCP server for point-in-time AI model API prices. Open data…
N/A N/A
45966
subhamyadav580
Connects Claude to GitHub, enabling listing repositories, browsing open pull re…
45967
ry-ops
Enables to perform mathematical calculations, retrieve weather information, and…
N/A N/A
45968
tuongbeo
MCP server for Atlassian Confluence and Jira, supporting both Cloud and Server/…
45969
pdeloulay
Flik Claim
Flik - Agentic Product Delivery Platform. Visit flik.nomadis.com for more infor…
N/A N/A 95
45970
Ver-zhzh
Enables AI assistants to interact with and manage Minecraft servers through a s…
45971
jaenster
Build MCP servers inside NestJS applications using ordinary controllers with de…
45972
DHawks
Mercury Creative WriterTransform your creative writing with intelligent archety…
N/A N/A 95
45973
isteamhq
MCP server for LinkedIn that enables AI agents to post, comment, like, and mana…
45974
gkcogz
1trippulse Claim
1trip PULSE: 21-tool AI travel planner. Flights, hotels, visa, safety, weather,…
N/A N/A 95
45975
falconry
A Python MCP server using the Falcon web framework, providing Streamable HTTP t…
45976
olasupoolalekanazeez222
agrictech-ai Claim
This server powers an AI-driven agricultural assistant built with FastAPI. It e…
N/A N/A 95
45977
markview
markview Claim
Native macOS markdown previewer with MCP server for Claude Code. Lets AI assist…
81
45978
maple-awa
A Model Context Protocol server exposing 58 online tools (crypto, data, image, …
N/A N/A
45979
selamy-labs
A read-only MCP server for querying telemetry data from configurable backends. …
45980
bitofacoder
All-in-one MCP server: GitHub, Git, Slack, web fetch, memory, and filesystem. A…
N/A N/A
45981
Abdulrahman84
hadith-mcp Claim
An MCP server for retrieving hadith text and metadata from auditable sources, p…
N/A N/A
45982
ScottPierce
Fetches web content, converts HTML to Markdown, and processes it with Claude AI…
N/A N/A
45983
KrithikVishal
Enables AI agents to query free biomedical and pharmaceutical APIs for clinical…
N/A N/A
45984
flin-agency
Enables users to read and analyze their own LinkedIn posts and shares using OAu…
N/A N/A
45985
liortesta
Enables AI agents to interact with a TikTok-style social video platform, includ…
45986
qorenext-IT
qorenext-mcp Claim
Company hierarchy analysis and address verification via MCP
45987
lonchdigital
Full-cycle SEO automation for AI agents: technical audits, SEO articles, machin…
45988
integsec
turbopentest Claim
AI-powered penetration testing. Launch scans, review findings, download reports.
N/A N/A 83
45989
blueskylineassets
Agent observability: structured logging, cost tracking, and compliance audit tr…
N/A N/A 83
45990
aria-agentworks
12-in-1 sales intelligence MCP server — company research, lead enrichment, cont…
81
45991
ironclawdevs27
argus Claim
Automated web QA via Chrome DevTools MCP — JS, a11y, security, visual, env diff…
N/A N/A
45992
Hobbydefiningdoctory
capman-mcp Claim
Exposes capman capability manifests as typed, governed MCP tools for use with C…
N/A N/A
45993
vannet
aNotepad Claim
AI access to your aNotepad online notes: read, search, write, and organize via …
45994
conred-lin
MCP server that wraps Jiandaoyun (简道云) form operations, providing 9 tools for a…
45995
amurshak
An MCP server that enables managing podcasts through the Podbean API via natura…
45996
QuentinCody
A Model Context Protocol (MCP) server exposing the FDA Purple Book — the databa…
45997
ipogrid
Hosted MCP server for filing-driven IPO research, market snapshots, SEC filing …
81
45998
DebtStack.ai Claim 1
Corporate credit data API for AI agents — bonds, leverage, guarantors, SEC fili…
N/A N/A 81
45999
LareLabs
Refinery MCP Claim
Clean raw HTML into LLM-ready text before agents spend tokens.
N/A N/A
46000
moorjani-ajay
pointless Claim
Self-hosted presentation tool that lets LLMs create and publish interactive HTM…
Showing 45951–46000 of 66518 servers
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