MCP Server Quality Scores

Independent quality analysis of 57580 public MCP servers

57580
Discovered
29834
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57401
mingrath
drawio-mcp Claim
An MCP server that enables LLMs to create and open diagrams in draw.io using XM…
N/A N/A
57402
Tokeii0
基于Capstone反汇编引擎的MCP服务器,为大语言模型提供多架构二进制反汇编、文件解析、CTF逆向及安全分析工具。
N/A N/A
57403
allanbchancery
MCP server for managing n8n workflows and executions. Enables listing, activati…
N/A N/A
57404
wang-junjian
Enables listing datasets, creating chat assistants, and chatting with them via …
57405
lowtoxgear
Read-only catalogue MCP for Lowtoxgear — Australian low-tox lifestyle brand. 5 …
57406
iflow-mcp
Provides a governed command plane for MCP agents to manage PostgreSQL databases…
57407
anp2protocol
Economic protocol for AI agents — identity + reputation + credit + Sybil resist…
N/A N/A
57408
tiroshanm
A Model Context Protocol (MCP) server implementation that provides Facebook Pag…
57409
LuotoCompany
Enables AI agents to programmatically interact with a Miro board through the Mi…
57410
AaronGoldsmith
Connects MCP-capable agents to Blender and OpenSCAD for AI-driven 3D modeling, …
N/A N/A
57411
soundstear
hggh Claim
sdas
N/A N/A 95
57412
bangaru-vignesh
Enables users to query weather, perform web research, and manage a graph databa…
N/A N/A
57413
haoxiangsnr
Automatically enriches BibTeX citations with missing metadata (DOI, venue, etc.…
N/A N/A
57414
PixlFlip-Enterprises
MCP server for managing Pterodactyl game panel resources (users, servers, nodes…
57415
MicaelJarniac
mcpgate Claim
A stateless gateway that turns any OpenAPI spec into MCP tools on the fly.
57416
omar-A-hassan
MedSci Agent Claim
An open source biomedical research agent that provides LLMs with 28 tools for d…
N/A N/A
57417
CC3-0
Provides access to CoinCap's cryptocurrency market data and technical analysis …
57418
oborseth
Exposes the Porkbun v3 API as MCP tools for AI agents to manage domains, DNS, S…
57419
waeckerlinfederowicz66-sketch
A Model Context Protocol server for FlowSpeech text-to-speech. It lets MCP-comp…
57420
kWAYTV
weather Claim
Provides weather information for any city through the Model Context Protocol.
57421
zenoengine
Enables building MSBuild projects and solutions by dynamically locating MSBuild…
N/A N/A
57422
mancubus77
ansible-aap Claim
Enables LLMs to discover and launch Ansible job templates on Ansible Automation…
57423
mcpflow
neon-mcp Claim
Lightweight MCP server that allows agents to interface with the Neon REST API, …
57424
shikharvashistha
sumo-mcp Claim
Integrates SUMO traffic simulation with the Model Context Protocol for autonomo…
N/A N/A
57425
ElvinBayramov
OmniDocs RAG Claim
Enables AI agents to index and search local files, websites, GitHub repos, and …
N/A N/A
57426
fozagtx
USDCx Bridge Claim
A conversational MCP server that enables bridging USDC between Ethereum and Sta…
N/A N/A
57427
yumeiriowl
An MCP server that builds a knowledge graph from code and text documents, enabl…
N/A N/A
57428
DevvGwardo
A hybrid MCP server that proxies Pencil's native design tools and adds utilitie…
N/A N/A
57429
dinnger
Carbono Claim
Enables AI to generate images by describing them with HTML using Tailwind CSS a…
N/A N/A
57430
Tai-DT
archify-mcp Claim
Analyzes project ideas and recommends suitable tech stacks, features, and archi…
N/A N/A
57431
bnusunny
An MCP server that enables LLM coding agents to deploy web applications to AWS …
57432
Guffawaffle
AXF Claim
Agent eXoskeleton Framework control plane for workspace-native agent capabiliti…
N/A N/A
57433
pipeworx-io
Enables querying Harry Potter data including students, staff, and spells from t…
57434
pipeworx-io
Keyless directory of 2,500+ public APIs and their OpenAPI specs, enabling AI ag…
57435
tae0y
Connects to Korea's MOLIT real estate API to provide 14+ tools for live transac…
57436
jyphotography
Enables AI assistants to search, retrieve, and manage Confluence pages, and gen…
N/A N/A
57437
brysontang
resume-mcp Claim
An MCP server that provides a structured API for AI agents to query a person's …
57438
viragtripathi
A Model Context Protocol server that uses CockroachDB to store and manage model…
57439
Borys520
Exposes OpenAI's gpt-image-2 (image generation and editing) as an MCP server fo…
N/A N/A
57440
dminhk
Serves as a Model Context Protocol server that provides tools to look up Amazon…
N/A N/A 95
57441
daniilpet
MCP server for managing Odoo ERP tasks, timesheets, and wiki pages via JSON-RPC…
N/A N/A
57442 N/A N/A 95
57443
linggen
linggen-mcp Claim
N/A N/A 95
57444
ENGRZULQARNAIN
MCP server enabling AI models to list S3 buckets, objects, and download files s…
57445
lupikovoleg
Provides Instagram analytics, media downloads, and search capabilities through …
57446
alxgmpr
serial-mcp Claim
MCP server that lets LLMs talk to serial devices: microcontrollers, routers, mo…
N/A N/A
57447
MetaThreads
Unofficial MCP server for Meta's Threads API. Enables LLMs like Claude to publi…
57448
matteoantoci
Provides financial data tools including stock prices, news, forex, fundamentals…
57449
PabloPauling
Validates the physical and chemical plausibility of ligand–protein docking pose…
57450
pipeworx-io
mcp-cricket Claim
Wraps CricAPI to provide live cricket data, enabling AI agents to query cricket…
Showing 57401–57450 of 57580 servers