MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31834
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47201
chenwei791129
Enables AI assistants to control a browser for web automation tasks like naviga…
N/A N/A
47202
mark-nelson
US drone airspace intelligence and mission planning. Query 11 FAA data layers, …
81
47203
thisis-romar
Enables fetching YouTube video transcripts with metadata, including timed capti…
47204
llt22
Gives vision-less LLMs the ability to recognize clipboard screenshots and image…
N/A N/A
47205
hyi
litcoin-mcp Claim
Enables querying the LitCoin knowledge graph for nodes, edges, and relationship…
N/A N/A
47206
iamneilroberts
A runnable example of building interactive in-chat UI with MCP Apps, demonstrat…
47207
OFODevelopment
Supply chain & logistics intelligence — rate shopping across 85+ carriers, inve…
81
47208
kevin-rieck
A TypeScript MCP server that exposes OPC UA read access through server-side aut…
47209
paisabrazilfl-cpu
Enables AI agents to create, schedule, and manage social media posts across 10 …
47210
Luminc
Peil Claim
Log hours, draft invoices and check where you stand — finance for Dutch freelan…
N/A N/A
47211
nanami-he
Petsonality Claim
An MBTI-powered terminal pet companion for Claude Code and OpenClaw.
N/A N/A
47212
SA-GIMA
Enables generating videos from images and text prompts using Jimeng Video 3.0 A…
N/A N/A
47213
mrsimpson
An MCP server that guides AI assistants to navigate documentation using their b…
N/A N/A
47214
mcclowes
Exposes Docusaurus documentation and OpenAPI specs as an MCP server, enabling A…
47215
john-walks-slow
Free web search for your AI using public SearXNG instances, with parallel multi…
N/A N/A
47216
yangyaofei
Swagger MCP Claim
Loads and queries OpenAPI/Swagger documents, providing tools to list APIs, get …
N/A N/A 95
47217
nivlewd1
MCP server for professional prompt engineering and agentic scaffolding, with cl…
47218
dsaf123
Enables deploying a remote Model Context Protocol (MCP) server on Cloudflare Wo…
N/A N/A
47219
WAR10CK222
An MCP server that interfaces with the Creatomate API, turning LLMs into autono…
47220
Akicoders
Aki Claim
Aki is a local stdio MCP server that gives AI coding assistants durable project…
N/A N/A
47221
IsaiahDupree
MCP connector that lets ChatGPT list, search, and run your Apple Shortcuts via …
47222
himanshusingh0905
Enables AI assistants to query SQL databases safely with read-only access, allo…
47223
Sceat
Enables AI agents to store, search, and recall semantic memories with three mem…
N/A N/A
47224
Anurag7376
Generates custom React components following Shadcn UI standards with TypeScript…
N/A N/A
47225
CSOAI-ORG
MCP Spec Compliance MCP — audits any MCP server.json against the official Model…
47226
lpm-dev
MCP server for the LPM package registry, enabling AI tools to search, browse so…
N/A N/A
47227
cargoffer
AI-powered route optimization MCP server for heavy vehicles and logistics. Calc…
47228
Dc-4nderson
MCP server for The Culture, a fashion-focused social media app, exposing Supaba…
47229
projectcues
Pro Se Engine is an MCP server that provides 39 legal research tools across 6 g…
47230
cyanheads
Search the Wayback Machine and IA library (40M+ items), fetch snapshots, item m…
N/A N/A
47231
junteakim
Enables multi-AI collaborative analysis by proxying requests to existing login-…
N/A N/A
47232
prmichaelsen
acp-mcp Claim
MCP server for remote machine operations via SSH, providing a single tool to ex…
47233
DalecB
Read-only semantic search MCP server for Obsidian vaults using local Ollama emb…
N/A N/A
47234
StefPanchana
Multi-client MCP server for integrating SonarQube 10.6+ code quality analysis w…
47235
TT-Wang
Persistent, self-evolving memory plugin for Claude Code. Background miner extra…
N/A N/A 95
47236
pauloFroes
mcp-ffmpeg Claim
Enables local media processing (video/audio) using FFmpeg and FFprobe, allowing…
N/A N/A
47237
snzeeee
Enables Claude to manage Systeme.io accounts, including contacts, tags, courses…
47238
luke-nielsen
ledger-mcp Claim
Enables renters to cross-examine their rent ledger against their lease using de…
N/A N/A
47239
Aspirin0000
Provides MCP tools to read SJTU Canvas data, download course files, and access …
N/A N/A
47240
subrahmaniank
An MCP server that enables AI assistants to interact with Azure DevOps projects…
47241
oriz-org
Provides mental models, design patterns, debugging approaches, and structured t…
47242
canbolayir
Enables Claude to fully manage self-hosted Supabase instances, covering authent…
N/A N/A
47243
karimsamir897
thrive-mcp Claim
Enables AI assistants to interact with the Thrive MCP REST API for exploring en…
47244
malkreide
register-mcp Claim
Provides access to the Swiss Federal Commercial Register (Zefix) for company se…
47245
giuliocapecchi
Jisho MCP Claim
Enables Japanese word lookup and search using the Jisho.org dictionary, providi…
47246
mozhaa
Enables executing sbt commands in a persistent shell session for Scala projects…
N/A N/A
47247
pflerman
gimp-mcp Claim
Bridges GIMP image editing with AI assistants via the Model Context Protocol, e…
N/A N/A
47248
G12789
ctxshot-mcp Claim
A lightweight MCP server that provides project briefing tools (session_brief, p…
N/A N/A
47249
duncanhuang-5124
Provides weather reports for Zhongshan District, Taipei, Taiwan and other Taiwa…
47250
tekgourou
Enables Claude Desktop to send messages, manage spaces, and automate team colla…
Showing 47201–47250 of 66518 servers
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