MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31851
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
28351
jliocsar
Enables LLMs to interact with Bitbucket repositories, primarily focusing on ret…
C 59 34 54 39 81
28352
nowcika
Blender MCP Claim
Enables Claude AI to control Blender 3D through natural language commands for o…
C 59 34 62 25 81
28353
yenpu
redmine-mcp Claim 1
An MCP server providing 63 tools to interact with Redmine instances, covering i…
C 59 34 57 35 81
28354
pengGgxp
A modular framework for building and running multiple MCP servers with file ope…
C 59 34 54 39 81
28355
meridian-edge
meridian-edge-mcp Claim 1
Provides AI assistants with real-time prediction market consensus data, includi…
C 59 34 60 45 69
28356
yylgit
A reference implementation of an MCP server built with Express that integrates …
C 58 34 56 30 81
28357
yeonkyu-git
MCP Prometheus Claim 1
An MCP server for Prometheus-based monitoring that enables users to query syste…
C 58 34 57 30 81
28358
MotaWord
This MCP gives you full control over your translation projects from start to fi…
C 58 34 58 27 81
28359
silkweave
Meet MCP Server Claim
Provides access to Google Meet API for retrieving meeting data, transcripts, an…
C 58 34 56 30 81
28360
theomatrix
A fast, secure, and LLM-friendly Model Context Protocol (MCP) server that scrap…
C 58 34 48 43 81
28361
archawat
MCP server for managing Cloudflare DNS across multiple zones from a single API …
C 58 34 57 30 81
28362
FelipeVandevelde
A FastMCP server for data processing tasks including CSV, JSON, text analysis, …
C 58 34 60 25 81
28363
WhoisFreaks
Whoisfreaks Claim
A Model Context Protocol (MCP) server that exposes the full WhoisFreaks API sui…
C 58 34 50 39 81
28364
nitrosend
Nitrosend Claim
AI-native email marketing platform built for agents. Control campaigns, automat…
C 58 34 56 32 81
28365
MILLERMARRU
contextflow-mcp Claim
Enables semantic code search and AI-powered Q\&A over vectorized repositories d…
C 58 34 54 35 81
28366
promptibus
Promptibus MCP Claim
Model intelligence for AI agents — syntax, params, pricing for 67+ generative A…
C 58 45 84 0 75 69
28367
CSOAI-ORG
gardening-ai-mcp Claim 1
gardening-ai-mcp MCP server by MEOK AI Labs
C 58 34 53 N/A N/A 37 81
28368
willvelida
MCP server that integrates with the Squiggle API to provide information on Aust…
C 58 34 48 46 81
28369
qinshoudawang
Followin MCP Claim
Enables personalized discovery of crypto news, trending topics, and project ins…
C 58 34 54 35 81
28370
snowild
GitLab MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to interact with sel…
C 58 34 55 32 81
28371
osianet
wiki-js-mcp Claim 1
An MCP server for Wiki.js that enables AI agents to create, read, update, searc…
C 58 34 39 60 81
28372
adshaa
YouTube MCP Claim 1
An MCP server that enables users to retrieve YouTube transcripts and perform vi…
C 58 34 63 21 81
28373
toolstem
Agent-ready financial intelligence MCP server. Three curated tools for AI agent…
C 58 45 84 0 78 69
28374
yli769227-jpg
ashare-mcp Claim 1
MCP server for Chinese A-share financial statements: pull annual reports, run 4…
C 58 34 45 N/A N/A 50 81
28375
FieldTranscript Claim 1
Verbatim transcription of public video/audio URLs to clean text, SRT, and times…
C 58 25 49 67
28376
krishansingh1-stack
An AI-powered conversational assistant that builds detailed user investment pro…
C 58 34 54 35 81
28377
Kamy-Development
Kamy Claim
Document API for AI-native software: render PDFs, e-sign, PAdES-seal, and verif…
C 58 34 50 39 81
28378
kacperkwapisz
poke-bank Claim 1
An MCP server that exposes Enable Banking API tools for interacting with bank a…
C 58 34 57 28 81
28379
Dattics
Alegra MCP Server Claim 1
A Model Context Protocol server that enables LLMs to securely interact with Ale…
C 58 34 51 39 81
28380
devids77
mcp-market-ru Claim 1
MCP server for the Russian construction market — 3,395 contractor companies and…
C 58 34 43 54 81
28381
pipeworx-io
mcp-wikipedia Claim
Wraps the Wikipedia REST API to allow AI agents to query Wikipedia content with…
C 58 45 94 0 47 81
28382
Yusuke-Shibata23
Cocktail Claim
Enables natural language search for cocktail recipes and ingredient information…
C 58 34 54 35 81
28383
netfluid-dev
Netfluid Claim
The Netfluid skill provides AI agents with comprehensive banking and cryptocurr…
C 58 34 42 55 81
28384
meshe-dev
DateTime PDT Claim
Provides the current date and time in Pacific Daylight Time (PDT) via a remote …
C 58 34 60 25 81
28385
toreva
kit Claim
Non-custodial execution primitives for DeFi on Solana. 1 bps to open. Everythin…
C 58 45 90 0 51 81
28386
srotzin
Hive Escrow Claim
Trust-minimized USDC escrow for autonomous agent transactions
C 58 45 80 0 66 81
28387
manutrip-pm-AI-Defense
mcpdeployment Claim
MCP server that enables deployment and management of MCP servers through a simp…
C 58 34 56 30 81
28388
asdener123
MAIN MCP Claim
MCP (Model Context Protocol) server for the MAIN DEX on Base. Provides AI agen…
C 58 34 52 39 81
28389
ai-needl
AskNeedl Claim
Enterprise AI for trusted intelligence
C 58 35 0 93 81
28390
Book rides, get fare estimates, and manage trips across African cities with Rov…
C 57 25 47 67
28391
jeanlopezxyz
Sessionize Claim 1
MCP server for accessing Sessionize event data. Query speakers, sessions, and s…
C 57 34 35 60 81
28392
idosal
git-mcp Claim
[gitmcp.io](https://gitmcp.io/) is a generic remote MCP server to connect to AN…
C 57 45 54 31 65 82
28393
VertaaUX
vertaaux-mcp Claim 1
MCP server for VertaaUX.ai — run UX & accessibility audits, generate fixes, and…
C 57 34 43 50 81
28394
wethti
qod-ppm-odoo-mcp Claim 1
An MCP server that exposes workflow actions, wizards, and specialized operation…
C 57 34 45 45 81
28395
Immoswipe
immoswipe-ai Claim
Search Swiss rentals & homes, housing guides/FAQs, tenant Chancen-Check and Mie…
C 57 35 0 90 81
28396
pcas-io
plexus Claim
Typed on-prem knowledge graph for AI agents — read-only for humans, write-only …
C 57 45 66 0 86 81
28397
digitalhen
Bouncie MCP Server Claim 1
An MCP server that connects Bouncie OBD2 vehicle tracking data to AI assistants…
C 57 34 51 35 81
28398
hiperbold
vturb-mcp Claim 1
MCP server for the vTurb Analytics API that exposes 15 tools to query real-time…
C 57 34 51 35 81
28399
checkra1neth
xbird Claim
Twitter/X MCP server with 34 tools — post tweets, search, read timelines, manag…
C 57 34 48 40 81
28400
PanosSalt
MCP Gateway Claim
Multi-tenant MCP platform with OAuth 2.1, Entra SSO, RBAC and audit logging.
C 57 45 72 0 75 81
Showing 28351–28400 of 66534 servers
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