MCP Server Quality Scores

Independent quality analysis of 58579 public MCP servers

58579
Discovered
29876
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58401
arc-mcp
ARC-1 Claim
MCP server for SAP ABAP systems
N/A N/A
58402
brian-bfz
Enables querying and retrieving webpage content from websites by parsing sitema…
81
58403
uetuluk
Enables Claude to act as an autonomous radio DJ, generating live-coded music wi…
N/A N/A
58404
ishumilin
An unofficial MCP server for accessing Swiss Federal Statistical Office (BFS) d…
58405
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
58406
liqdlad
mcp-a2a-swap Claim
A2A-Swap is a constant-product AMM (x·y=k) built from first principles for AI a…
N/A N/A 95
58407
wang-junjian
Enables listing datasets, creating chat assistants, and chatting with them via …
58408
mingrath
drawio-mcp Claim
An MCP server that enables LLMs to create and open diagrams in draw.io using XM…
N/A N/A
58409
ian-de-marcellus
Extracts structured incident analysis from raw communication logs, classifying …
N/A N/A
58410
universal-mcp
Provides a standardized interface for interacting with Mailchimp's tools and se…
58411
allanbchancery
MCP server for managing n8n workflows and executions. Enables listing, activati…
N/A N/A
58412
aryanduntley
Debug PWAs in your real browser via MCP: service-worker, cache, installability …
N/A N/A 95
58413
mailpal-com
mailpal-mcp Claim
Free email for AI agents with hardware attestation, real SMTP/IMAP/JMAP, and re…
58414
BrunoL28
Enables AI assistants to interact natively with MongoDB databases, including sc…
58415
andrew-price-huron
A local MCP server that gives Claude direct access to Workday Studio workspace.…
N/A N/A
58416
iflow-mcp
Provides a governed command plane for MCP agents to manage PostgreSQL databases…
58417
CSOAI-ORG
Signed, hash-chained, tamper-evident AI incident records. EU AI Act Article 73 …
N/A N/A
58418
LuotoCompany
Enables AI agents to programmatically interact with a Miro board through the Mi…
58419
tiroshanm
A Model Context Protocol (MCP) server implementation that provides Facebook Pag…
58420
AaronGoldsmith
Connects MCP-capable agents to Blender and OpenSCAD for AI-driven 3D modeling, …
N/A N/A
58421
KleirRampage45
hydra-bridge Claim
Enables AI agents to control Hydra Launcher programmatically — search games, ma…
N/A N/A
58422
mazah81-gif
Deliver multilingual greetings, perform quick calculations, and generate images…
N/A N/A 95
58423
ashokva
KAKA, an ancient amnesiac crow from klaash.club. Get a live introduction or his…
58424
chadthornton
upnote-mcp Claim
Enables AI assistants to interact with Upnote via its x-callback-url API, allow…
N/A N/A
58425
MicaelJarniac
mcpgate Claim
A stateless gateway that turns any OpenAPI spec into MCP tools on the fly.
58426
CC3-0
Provides access to CoinCap's cryptocurrency market data and technical analysis …
58427
soundstear
hggh Claim
sdas
N/A N/A 95
58428
haoxiangsnr
Automatically enriches BibTeX citations with missing metadata (DOI, venue, etc.…
N/A N/A
58429
oborseth
Exposes the Porkbun v3 API as MCP tools for AI agents to manage domains, DNS, S…
58430
PixlFlip-Enterprises
MCP server for managing Pterodactyl game panel resources (users, servers, nodes…
58431
yolo-maxi
Search and book real flights with USDC on Base. 500+ airlines, crypto-native pa…
N/A N/A 95
58432
tougenrip
An MCP server that provides image generation using Google's Nano Banana Gemini …
58433
zenoengine
Enables building MSBuild projects and solutions by dynamically locating MSBuild…
N/A N/A
58434
mcpflow
neon-mcp Claim
Lightweight MCP server that allows agents to interface with the Neon REST API, …
58435
kWAYTV
weather Claim
Provides weather information for any city through the Model Context Protocol.
58436
mancubus77
ansible-aap Claim
Enables LLMs to discover and launch Ansible job templates on Ansible Automation…
58437
shikharvashistha
sumo-mcp Claim
Integrates SUMO traffic simulation with the Model Context Protocol for autonomo…
N/A N/A
58438
DevvGwardo
A hybrid MCP server that proxies Pencil's native design tools and adds utilitie…
N/A N/A
58439
nexus-substrate
nexus-agents Claim
nexus-agents makes your AI coding tools work together intelligently. It coordin…
58440
fozagtx
USDCx Bridge Claim
A conversational MCP server that enables bridging USDC between Ethereum and Sta…
N/A N/A
58441
dinnger
Carbono Claim
Enables AI to generate images by describing them with HTML using Tailwind CSS a…
N/A N/A
58442
Tai-DT
archify-mcp Claim
Analyzes project ideas and recommends suitable tech stacks, features, and archi…
N/A N/A
58443
ElvinBayramov
OmniDocs RAG Claim
Enables AI agents to index and search local files, websites, GitHub repos, and …
N/A N/A
58444
bnusunny
An MCP server that enables LLM coding agents to deploy web applications to AWS …
58445
yumeiriowl
An MCP server that builds a knowledge graph from code and text documents, enabl…
N/A N/A
58446
tae0y
Connects to Korea's MOLIT real estate API to provide 14+ tools for live transac…
58447
viragtripathi
A Model Context Protocol server that uses CockroachDB to store and manage model…
58448
jyphotography
Enables AI assistants to search, retrieve, and manage Confluence pages, and gen…
N/A N/A
58449
pipeworx-io
Enables querying Harry Potter data including students, staff, and spells from t…
58450
brysontang
resume-mcp Claim
An MCP server that provides a structured API for AI agents to query a person's …
Showing 58401–58450 of 58579 servers