MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29507
Scored
2112
Verified
16952
Complete

Last updated 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
29851
requestbin
Enables AI coding agents to create webhook bins, inspect and replay HTTP reques…
29852
aestheticfunction
ds-mcp Claim
A read-only MCP server that provides AI coding agents with a queryable contract…
N/A N/A
29853
kanbanzone
Enables AI assistants to manage Kanban Zone workspaces via 23 tools for boards,…
29854
banjtheman
Browse available books and quickly access summaries, details, and tables of con…
N/A N/A 95
29855
clauxel
A paid remote MCP for OpenAI Codex harness MCP, built to return verdicts, recei…
29856
vulcan-file-ops Claim 2
MCP server for AI assistants: read, write, edit, and manage files securely on l…
N/A N/A 81
29857
retospect
gripe-mcp Claim
Enables AI agents to self-report bugs, ambiguities, and improvement requests vi…
29858
epilande
An MCP server that provides real-time information access using Google Gemini's …
29859
compasify
Model Context Protocol (MCP) server for Redmine that provides comprehensive acc…
29860
skyvanguard
mcp-vanguard Claim
A security pentesting MCP server with 89 tools across 10 categories, enabling c…
N/A N/A
29861
StudiousXiaoYu
oracle-link Claim 1
Oracle MCP Query Server (Node.js) - Read-only SELECT via MCP
N/A N/A 83
29862
MananSingh2001
Converts Figma designs into production-ready React components with design token…
29863
softvoyagers
Faktuj MCP Claim
Generate Polish VAT invoices (Faktura VAT) as PDF
N/A N/A 95
29864
lemaitregabinpro-creator
conversion image to webp/avif with 402 payement required, 0.001 and 0.0005 afte…
81
29865
jonathanrorbet-dotcom
postgress Claim
N/A N/A 95
29866
gofullthrottle
Securely connect AI assistants to ClickUp workspaces through OAuth 2.0, providi…
81
29867
CrashBytes
Trigger events, query channels, and manage realtime messaging on Pusher Channel…
N/A N/A 83
29868
DaisukeHori
Enables printing of Yamato B2 Cloud shipping label PDFs to a thermal label prin…
N/A N/A
29869
criblio
A Model Context Protocol server for Confluence Cloud that aggressively trims AP…
29870
malkreide
MCP server for the Swiss Federal Office of Public Health Infectious Disease Das…
29871
tinkeriotops
Bridges the Model Context Protocol (MCP) with ESP32 devices running Tasmota fir…
N/A N/A
29872
jeremyjordan
mcp-gmail Claim
Enables Gmail access through MCP, allowing LLMs to read, compose, and send emai…
29873
TPEmist
pop-pay Claim
Project Point One Percent - Agent Pay \[pop-pay] is a payment guardrail and one…
81
29874
xiaobenyang-com
chuck-norris Claim
Boost your model’s performance with tailored optimization prompts and strategic…
N/A N/A 95
29875
liukeyu800
A fully offline MCP server for generating 15 types of SVG charts, including lin…
29876
PraiseSinkamba
Azure DevOps MCP tools for Claude Code and Codex CLI, enabling interaction with…
N/A N/A
29877
Picaresco
zte-f680-mcp Claim
MCP server to manage and inspect a ZTE ZXHN F680 GPON router, enabling conversa…
N/A N/A
29878
martinduartemore
GIMP MCP Claim
Enables AI models and external applications to control GIMP remotely via the Mo…
N/A N/A
29879
MCP-Mirror
Enables language models to search and interact with Space Frontiers data source…
81
29880
gotham-os
Enables Claude Code to control a real browser using AI for web scraping, compet…
29881
ch1y1z1
Enables sending push notifications via Bark and PushDeer services, supporting m…
29882
xmindltd
Enables AI assistants to generate interactive mind maps from text, YouTube vide…
29883
manofsadness
ItchWHMMCP Claim
A local MCP server for managing WHM and cPanel servers through AI clients, supp…
N/A N/A
29884
nokia
Enables AI agents to manage infrastructure through natural language queries to …
29885
hex
Enables management of TeamCity CI/CD operations through natural language comman…
29886
Purple-Horizons
A self-hosted Sanity MCP server with full CRUD, atomic transactions, reference …
29887
Mingye-Lu
acrawl Claim
Autonomous web crawler. 17 browser tools + goal-driven run_goal agent. Single b…
N/A N/A
29888
Anakintano
figma-mcp Claim
Enables AI agents to read, inspect, and export Figma designs programmatically. …
29889
extinctsion
mcp-py-devto Claim
Enables interaction with dev.to platform through a message-based architecture, …
29890
Stellar Memory Claim 1
Persistent AI memory using orbital mechanics. 100% local, zero API keys, MCP-na…
N/A N/A 61
29891
Bigred97
aihw-mcp Claim
Query the AIHW in plain English — mortality, cancer, health spend, hospital wai…
N/A N/A
29892
shdomi8599
vibie-mcp Claim
Deploy static HTML folders to permanent vibie.page URLs in seconds. One-line au…
29893
documentation-x
Greet people by name with quick, friendly salutations. Explore the origin story…
N/A N/A 95
29894
adzuna
adzuna-mcp Claim
N/A N/A 95
29895
bboypoison159-7b43
ChainRay Claim
The most complete blockchain data and intelligence service for AI agents. 94 en…
81
29896
brettvtcrowe
Enables deep analysis of SEC EDGAR filings through universal company search, do…
81
29897
tylrdnns
plantos Claim
Agricultural intelligence MCP server providing soil analysis, weather data, cro…
N/A N/A 95
29898
kholodihor
Enables AI assistants to create, manage, and track projects with associated tod…
29899
michalperni11-gif
Standardized SEC EDGAR financial data — income statements, balance sheets, cash…
29900
rodaddy
ProxmoxMCP Claim
A Python-based MCP server for interacting with Proxmox hypervisors, enabling ma…
Showing 29851–29900 of 45235 servers
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