MCP Server Quality Scores

Independent quality analysis of 61340 public MCP servers

61340
Discovered
30039
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31001
axel-belfort
Twitter/X scraping API for AI agents. Scrape public profiles (bio, stats, verif…
81
31002
CSOAI-ORG
Flagship aquaculture crosswalk — one evidence pack satisfies ASC + RSPCA Assure…
N/A N/A
31003
BU3NO77XL
Undetectable browser automation server for MCP-compatible AI agents, offering 2…
N/A N/A
31004
cuevacelis
A read-only MCP server for PostgreSQL that enables safe database introspection …
31005
cgtykctn
An MCP server for the Logiwa IO (WMS) API that lets MCP clients work with wareh…
31006
yusufk
Salaah MCP Claim
A service for calculating Islamic prayer times, Qiblah direction, and moon visi…
N/A N/A
31007
metachain-org
An MCP server implementation for Alpaca's Trading API that enables LLMs to inte…
31008
lucidopus
Analyzes GitHub repositories using Gemini AI and generates comprehensive docume…
N/A N/A
31009
fastmcp-me
Enables PDF manipulation including text, images, annotations, form fields, page…
N/A N/A
31010
wukaka
A JavaScript reverse engineering MCP server for Firefox with stealth capabiliti…
N/A N/A
31011
Voryn-Software
Connects Claude to ServiceTitan via API, providing 60 tools across CRM, Jobs, A…
31012
owen-nash
A Model Context Protocol (MCP) server that provides access to the Fastmail API,…
31013
alisonborba
Provides real-time Transport for London journey data, including routes, alerts,…
31014
torsday
Gives MCP-compatible AI assistants full, typed access to OmniFocus on macOS, en…
N/A N/A
31015
ShotaTanikawa
hookray-mcp Claim
Enables AI agents to create disposable webhook URLs, capture incoming HTTP requ…
N/A N/A
31016
tan-yong-sheng
MCP server for Mistral AI providing OCR, TTS, and STT capabilities via Voxtral.
N/A N/A
31017
ELumya
mcp-openalex Claim
MCP server for the OpenAlex scholarly database, providing AI agents with tools …
31018
TunnelMind
Sigil Claim
Programmatic-advertising supply verification: ads.txt, schain, ATAP receipts, c…
31019
eugeniogdiniz
Enables access to SharePoint Online data via Microsoft Graph API, allowing list…
N/A N/A
31020
ChengJiale150
COPT-MCP Claim
Enables AI assistants to access COPT solver documentation, example code, and ci…
N/A N/A
31021
shubhamauti9
A production-ready MCP server template that connects LLMs and AI agents to exte…
N/A N/A
31022
Nik0lay1
Gives AI coding assistants persistent project memory and semantic code search, …
N/A N/A
31023
airmang
Enables reading, editing, and creating Korean HWPX documents through python-hwp…
N/A N/A 95
31024
bystray
Compare LLM inference costs vs OpenAI/Anthropic/DeepSeek. Gonka is up to 6800x …
31025
lazymac2x
Cloudflare Workers MCP server: api-changelog-tracker
31026
kula-ai
MCP server enabling AI assistants to connect to Kula recruiting API for managin…
31027
karlost
MCP server for Freelo project management API, enabling task and project managem…
31028
pyzack
Enables querying batch status, traceability, and compliance through natural lan…
31029
tac0de
Exposes structured prompt generation tools for refactoring protocol and governa…
81
31030
major
ldap-mcp Claim
MCP server for read-only LDAP directory operations, enabling search, entry retr…
N/A N/A
31031
globodai-group
Enables users to manage Waalaxy LinkedIn automation campaigns through MCP tools…
N/A N/A
31032
iskifogl
Enables Gmail, Google Calendar, and Google Drive access through the Model Conte…
31033
adamayoung
Integrates with The Movie Database (TMDB) API to provide movie information, sea…
N/A N/A
31034
next-role
Next Role Claim
Next Role allows you to produce professionally tailored CVs/Resumes and Cover l…
81
31035
Ktulu-Analog
MCP server covering French law via the PISTE platform: 62 tools wrapping the fu…
31036
AmreetKumarkhuntia
mcp-da-vinci Claim
Exposes the DaVinci Resolve scripting API to LLMs, enabling inspection, media i…
N/A N/A
31037
eliu243
Connect your Oura Ring account for secure access to your data. Generate an auth…
N/A N/A 95
31038
kirha-ai
Kirha Crypto Claim
Connect your LLM to real-time crypto data. Track Ethereum wallet portfolios and…
N/A N/A 95
31039
IlyaGusev
mle_kit_mcp Claim
Provides ML engineering tools including local/remote bash, text editor, file se…
31040
goddivor
teams-mcp Claim
Enables AI assistants to interact with Microsoft Teams, users, chats, files, an…
31041
iamevandrake
Analyze any company's identity. Get a Soul Score, dimension scores, a soul.md, …
N/A N/A 83
31042
ozztec
vercel-mcp Claim
Enables interaction with Vercel API to manage deployments, domains, projects, a…
31043
KSAklfszf921
Skolverket MCP Claim 1
MCP server for Skolverket's open APIs - Curriculum, School Units, and Adult Edu…
N/A N/A 95
31044
jungchihoon
A Model Context Protocol server that provides 29 Git operations and advanced wo…
N/A N/A 95
31045
Enables coding agents to coordinate edits, reviews, and escalations without fil…
N/A N/A 76
31046
1J6K21
Narrator MCP Claim
Captures screenshots, analyzes changes with Gemini, generates humorous narratio…
N/A N/A
31047
xiaobenyang-com
context7-mcp Claim
Find the right library and instantly fetch current documentation for it. Get co…
N/A N/A 95
31048
ashishsantikari
Enables AI agents to query structured knowledge across enterprise domains (lega…
N/A N/A
31049
Aman-Amith-Shastry
Perform advanced numerical computations and array manipulations using NumPy thr…
N/A N/A 95
31050
mizulike
hittad Claim
N/A N/A 95
Showing 31001–31050 of 61340 servers
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