MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29805
Scored
2112
Verified
16953
Complete

Last updated 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55451
exasol
Provides an LLM access to the Exasol database via MCP tools, enabling reading o…
N/A N/A
55452
pavellunev99
MCP server for Yandex AppMetrica analytics, enabling Claude to access reports, …
55453
wukaka
A JavaScript reverse engineering MCP server for Firefox with stealth capabiliti…
N/A N/A
55454
abhishek305
Enables remote access to Contentstack App MCP tools over HTTP, deployable to pl…
55455
chirikuuka
Enables LLMs to search and retrieve Japanese real estate data through unified a…
N/A N/A
55456
edgarconejo
MCP server that connects Claude Desktop to Atiendo24 platform, enabling managem…
N/A N/A
55457
niknshinde
An MCP server for content creation that extracts video transcripts, scrapes web…
N/A N/A
55458
gustavonline
slack Claim
MCP Server for the Slack API, enabling Claude to interact with Slack workspaces.
N/A N/A
55459
joelbarmettlerUZH
Vue Docs MCP Claim
Provides AI assistants with up-to-date Vue ecosystem documentation through the …
55460
Mengzuqing
MCP server enabling AI agents to request user feedback during tasks, reducing w…
N/A N/A
55461
demiliani
Enables AI assistants to manage Dynamics 365 Business Central environments thro…
N/A N/A
55462
jaenster
Build MCP servers inside NestJS applications using ordinary controllers with de…
55463
midnight-rgb
mcp Claim
Domain registrar for AI agents. Search, register, and manage domains via API.
N/A N/A 83
55464
marmar9615-cloud
Enables AI agents to discover, validate, and call actions from web apps through…
55465
x1t
Provides secure file read, write, and edit operations for Windows, with enterpr…
N/A N/A
55466
ockham-sh
An MCP server for parsimony connectors that provides cheap discovery tools thro…
55467
skrtis
Enables Poke to search and manage Zotero research library, including items, tag…
N/A N/A
55468
zoomeye-ai2
mcp_zoomeye Claim
hacked by pbuff
N/A N/A 95
55469
Cesar514
scplus-mcp Claim
A local code-intelligence MCP server that provides structural, exact-query, rel…
N/A N/A
55470
kage-core
kage Claim
Verified memory for coding agents: claims cited against code, stale withheld, s…
N/A N/A
55471
mz462
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
N/A N/A
55472
rajshah11
Remote MCP server acting as a personal assistant with secure OAuth authenticati…
N/A N/A
55473
vexxhost
MCP server for Microsoft To Do that enables managing task lists, tasks, and che…
N/A N/A
55474
thisisaman408
MCP server that connects AI clients to a local MiroFish instance for document-d…
N/A N/A
55475
evergreen-ci
MCP server for MongoDB's Evergreen CI/CD platform, enabling AI assistants to ma…
N/A N/A
55476
anirudhbiyani
Fans out agent requests to AWS, Azure, and GCP MCP servers, using a local sente…
N/A N/A
55477
mubashir1osmani
Framer MCP Claim
Give Claude full control over your Framer project — canvas, CMS, and design sys…
N/A N/A
55478
NicolaSpadari
rest-api-mcp Claim
A lightweight MCP server that enables LLMs to interact with any REST API via HT…
N/A N/A
55479
Juanfi-ai
MCP server that gives Claude access to real-time Garmin Connect and Strava data…
55480
chirag1749
MCP server for the Fund Tracking System, enabling agents to manage lending busi…
N/A N/A
55481
harbouli
Gives AI assistants full control over a VPS via SSH, enabling command execution…
N/A N/A
55482
guyeyouhun
基于MCP协议的知识库服务器,内置LLM层,提供结构化知识存储、语义搜索和主动知识推送,支持通过工具进行知识学习、搜索和关联推理。
N/A N/A
55483
vogler75
Automatically generates MCP tools from any GraphQL API by introspecting its sch…
55484
NeoNexAI
Beebole MCP Claim
MCP server to connect Claude with Beebole for time tracking, enabling project a…
55485 N/A N/A 95
55486
ichbinmartin
An MCP server that provides tools to generate, edit, and create variations of i…
N/A N/A
55487
Akhil0g
bonk-mcp Claim
Enables token launching and trading on the Solana blockchain via the LetsBonk l…
55488
johnmathews
Enables AI agents to search and query documentation from git repositories using…
N/A N/A
55489
transoff
puppet-ai Claim
Full computer control for AI agents on macOS — see, click, type, scroll via MCP…
N/A N/A
55490
jordiHikefoxter
Enables to manage MySQL and MariaDB databases through natural language. Provide…
55491
donpham7
edstem_mcp Claim
An MCP server that allows AI assistants to access EdStem course discussion boar…
N/A N/A
55492
duvomike
topt Claim
N/A N/A 95
55493
yanggf8
Exposes Rovodev CLI as MCP tools for interacting with Rovodev agent, including …
N/A N/A
55494
BlackMount-ai
Construction estimating MCP: 48 tools — materials, labor, cost, structural, MEP…
N/A N/A
55495
nagstler
mcp_on_ruby Claim
💎 A Ruby implementation of the Model Context Protocol
N/A N/A
55496
Mohakgarg5
An AI-native career copilot that enables job discovery, fit scoring, and applic…
N/A N/A
55497
raygroup
Provides AI agents with direct access to the Ray Group DeFi UX rubric, named pa…
N/A N/A
55498
ksred
Enables persistent memory for Claude Desktop, allowing Claude to remember and r…
55499
unsanction
Enables AI agents to browse, search, and trade on Polymarket prediction markets…
N/A N/A
55500
TJaraC
Enables AI IDEs to query Figma design tokens, component specs, and audit issues…
N/A N/A
Showing 55451–55500 of 57160 servers