MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36951
augmentedstartups
Delivers up-to-date computer vision and GenAI knowledge to AI assistants via a …
36952
bakhtarimohammad
MCP server to manage Hamravesh (Darkube) apps via the console's internal API, s…
81
36953
CSOAI-ORG
muckaway-ai-mcp MCP server by MEOK AI Labs
N/A N/A
36954
turtlehq-tech
Multi-broker trading MCP server for Claude AI, unifying Kite, Groww, and Dhan w…
36955
Syncause
Enables AI agents to query runtime debugging facts (stack traces, logs, functio…
N/A N/A
36956
daviesevan-svg
Enables AI agents to search availability, price rooms, and make real bookings v…
36957
node2flow-th
MCP server for Airtable API — manage records, bases, tables, fields, and webhoo…
36958
CSOAI-ORG
EU MDR (Reg 2017/745) and IVDR (Reg 2017/746) compliance for medical device + I…
N/A N/A 95
36959
matt07anderson
oeo Claim
N/A N/A 95
36960
onmyway133
An MCP server that provides Swift and SwiftUI best practices, acting as a senio…
N/A N/A
36961
ZWingett
AI-powered board deck generation and governance reporting for private equity fi…
36962
keigoly
An MCP server that splits PDFs by chapters/sections and reads them in Claude-fr…
N/A N/A 95
36963
funcion90
Enables interaction with Notion workspaces through the Notion API with health m…
N/A N/A 95
36964
clauxel
A paid remote MCP for ppt-master, built to return verdicts, receipts, usage log…
36965
Probanza-ar
Unified MCP server for Argentine legal sources, enabling access to 11 databases…
N/A N/A
36966
krondor-corp
libre-mcp Claim
MCP server for controlling LibreOffice (Writer and Calc) via the UNO API, enabl…
N/A N/A
36967
axel-belfort
Color palette generation API for AI agents. Generate harmonious palettes from a…
81
36968
Hao17
A PyGhidra-based MCP server that exposes Ghidra's reverse engineering capabilit…
N/A N/A
36969
charlesrapp
pruna Claim
Ultra-fast image generation, editing, upscaling, and video generation via Pruna…
N/A N/A
36970
Kenzo2345
Exposes Verificarlo floating-point debugging capabilities to AI agents, enablin…
N/A N/A
36971
Hwenyi
Edge TTS MCP Claim
An MCP server that converts text into lifelike speech using Microsoft Edge's Te…
36972
jessn-dev
agenticscope Claim
A read-only MCP server that provides AI agents with live, structured workspace …
N/A N/A
36973
Patryz
A server that downloads, parses, and indexes TibiaWiki content, providing 19 MC…
N/A N/A
36974
axel-belfort
Base64 encoding/decoding API for AI agents. Encode text to base64 or decode bas…
81
36975
pansapiens
An MCP server that provides tools for searching and fetching protein data from …
36976
KeeVor
Enables AI assistants to directly query MySQL databases, list tables, and view …
N/A N/A
36977
CSOAI-ORG
music-production-ai-mcp MCP server by MEOK AI Labs
N/A N/A 95
36978
prometheuxresearch
Enables AI agents like Claude to interact with Prometheux knowledge graphs and …
36979
christos
Zuplo Claim
Retrieve insurance profiles on demand to enrich customer workflows. Access up-t…
81
36980
srotzin
A remote MCP server for Structural Lateration that provides tools to price, min…
36981
neilswhite
A basic example MCP server demonstrating serverless deployment using Netlify Fu…
81
36982
GetHammerpath
MCP server that integrates with ARXsec.io API to execute security scans, compli…
36983
artem-amplemarket
Enables access to Amplemarket's knowledge base through Pylon's API. Supports se…
81
36984
aryaminus
astro Claim
Multi-tradition astrology. 19 modes, 18 tools. Deterministic ephemeris engine.
N/A N/A
36985
IsliBasha
Connects Claude Desktop to Odoo ERP via JSON-2 API for searching invoices, crea…
N/A N/A
36986
Haavi97
Enables Claude to access and manage GitHub repositories dynamically at runtime,…
N/A N/A
36987
syunnrai123
Enables control of Microsoft Edge browser via the DevTools protocol, supporting…
N/A N/A
36988
emmanueltsallis
econ-r-mcp Claim
econ-r-mcp is a local MCP server plus companion skill for reproducible applied …
N/A N/A
36989
AgentTanuki
agent-guild Claim
Free self-serve Agent Passports for AI agents: signed, portable, offline-verifi…
36990
lqwdtech
LQWD Gateway Claim
Free Lightning faucet MCP — agents register, get an inbound channel, bootstrap …
36991 N/A N/A 95
36992
coachgruden
Enables AI agents to perform dynamic and reflective problem-solving through a c…
36993
Limecooler
fda-mcp Claim
Provides LLM-optimized access to FDA data through the OpenFDA API and direct re…
36994
llmops-pro
Run a Shopstr / NOSTR marketplace storefront from an AI agent — create and upda…
36995
Riffmax2030-hub
Enables natural language management of MetaTrader 5 accounts, including checkin…
N/A N/A
36996
sam-david
unreal-mcp Claim
Enables natural language interaction with Unreal Engine, providing 127 tools ac…
N/A N/A
36997
lmaniraruta
Verifies contractor license status mid-task, returning normalized JSON with act…
N/A N/A
36998
LeszczynskiKarol
Give Claude direct access to your AWS account, SSH into your servers, run shell…
36999
esskay2016
Agentic KYC/AML compliance server with tools for sanctions screening, identity …
37000
laravel
Enables interaction with a read-later and link sharing social feed app, allowin…
Showing 36951–37000 of 66549 servers
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