MCP Server Quality Scores

Independent quality analysis of 64728 public MCP servers

64728
Discovered
30711
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33101
sandraschi
A FastMCP server providing comprehensive file system, Docker, and Git operation…
N/A N/A
33102
Kayvan-Zahiri
ats Claim
Which ATS does a company use? Portal-verified answers for 743 employers + resum…
33103
aissablk1
MCP server for roadmap.sh: roadmaps, best practices, interview questions, proje…
N/A N/A
33104
tcpatter
Provides secure access to Microsoft Entra ID (Azure AD) resources including use…
81
33105
cyanheads
Real-time transit stops, routes, arrivals, vehicle positions, and schedules via…
33106
Julius-Schmidt
pgx-mcp Claim
Enables real-time pharmacogenomics analysis, including variant clinical signifi…
33107
gabrielmahia
ardhi-mcp Claim
MCP server for Kenya land administration — title search, land rates, subdivisio…
N/A N/A
33108
DELIGHT-LABS
Non-custodial EVM wallet bridge over WalletConnect: balances, signing, transact…
N/A N/A
33109
OPTIMETA
PAIDEIA MCP Claim
Enables using PAIDEIA's local course management and action tools with Alt's loc…
N/A N/A 95
33110
yujiterada
Enables interaction with the Meraki Dashboard API for LLMs, allowing seamless i…
33111
wizerai1111
Analyze customer reviews: sentiment, emotion, topics, themes, digests, and draf…
33112
diptigarg23
Enables semantic search over VTT transcript files using AI-powered structured s…
N/A N/A
33113
lucidbard
Enables to create notebooks and notes with tags, and perform full-text search a…
N/A N/A
33114
hyuwowo
OpenTrading Claim
An open-source AI trading agent for MetaTrader 5 with MCP support, connecting A…
N/A N/A
33115
gasconc
Enables interaction with the Pylon API for managing accounts, issues, messages,…
N/A N/A
33116
huhanghao1990
hhhtest Claim
N/A N/A 95
33117
vmanoilov
secu Claim
N/A N/A 95
33118
wyre-technology
MCP server for Unitrends Backup — appliances, jobs, recovery points, replicatio…
33119
ReyemTech
mcp-canada Claim
MCP server giving AI agents structured access to Canadian federal, provincial, …
33120
horatio8
A hosted, multi-tenant MCP server that exposes the Kitchen.co client-portal API…
33121
rusnetru
Enables AI agents to interact with Bitrix24 CRM through standardized MCP tools,…
33122
ewanc26
An MCP server for interacting with the AT Protocol (ATProto) ecosystem, includi…
33123
getAlby
A Model Context Protocol (MCP) server that enables AI models to timestamp files…
33124
julesbonnard
MCP server exposing AFP news content as tools for AI assistants, enabling artic…
33125
yi-dong-z
An MCP server for autonomous AI agents to discover, pay for, and rate paid APIs…
33126
Zfinix
gta_mcp Claim
Enables GTA Online money making with live tools for weekly bonuses, business tr…
N/A N/A 95
33127
bioanywhere
Enables AI assistants to interact with GitLab projects, allowing users to query…
81
33128
lorenzo-cambiaghi
lynx-mcp Claim
A 100% local MCP server for semantic and lexical search over your code, library…
N/A N/A
33129
MIt9
MCP server for ElevenReader TTS service. Enables document management, URL/ebook…
N/A N/A
33130
heymramit
A powerful MCP server for Facebook Ads Library that provides 15+ tools for comp…
N/A N/A
33131
Automated-Intelligence
MCP server for querying a cross-referenced directory of evidence-based therapie…
N/A N/A
33132
muyuanlove
cli Claim
N/A N/A 95
33133
samueloladji
Vaultak Claim
Runtime security for AI agents. Score your agent's risk level across 5 dimensio…
81
33134
94series
Aizex MCP Claim
Controls Aizex shared ChatGPT/Claude account pool via Playwright browser automa…
N/A N/A
33135
daemoon-dev
Daemoon Claim
Enables AI coding agents to access and manage multiple dev infrastructure provi…
33136
zohaiblazuli
spectral Claim
MCP server for website reconnaissance. Gives Claude the ability to fingerprint …
N/A N/A
33137
kaitoInfra
Official MCP server for twitterapi.io — Twitter/X data (tweets, users, follower…
N/A N/A
33138
duke-of-beans
Oktyv Claim
An MCP server that enables AI agents to execute real-world actions through 10 s…
N/A N/A
33139
PasinduGunarathne
Automates the full setup and deployment of Ballerina + Apache ActiveMQ integrat…
N/A N/A
33140
orhanveli
A TypeScript-based MCP server that generates API clients from OpenAPI specifica…
N/A N/A 95
33141
shengkai91
A template for deploying Model Context Protocol servers on Cloudflare Workers w…
81
33142
claudiogarza
Enables semantic search and content retrieval from local Obsidian vaults throug…
N/A N/A 95
33143
balladic
Balladic Claim
Work data synthesizer and project tracking platform seeking to close the gap be…
81
33144
Sub-Bach
pronote-mcp Claim
A local MCP server that exposes Pronote (French school management system) data …
N/A N/A
33145 N/A N/A 95
33146
JaxsonWang
Provides semantic search over ScriptingApp documentation by converting Markdown…
81
33147
E112222
A read-only Model Context Protocol server that lets an LLM analyst interrogate …
33148
Nimieeee
Enables AI assistants to execute computational chemistry and drug discovery wor…
N/A N/A
33149
facar8719-crypto
Gemini MCP Claim
Connects Claude.ai with Google's Gemini API to generate images and videos using…
33150
zakhap
renoise-mcp Claim
MCP server for controlling Renoise via OSC. Lets Claude compose music by writin…
N/A N/A
Showing 33101–33150 of 64728 servers
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