MCP Server Quality Scores

Independent quality analysis of 46053 public MCP servers

46053
Discovered
29531
Scored
2112
Verified
16952
Complete

Last updated 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45951
retospect
gripe-mcp Claim
Enables AI agents to self-report bugs, ambiguities, and improvement requests vi…
45952
epilande
An MCP server that provides real-time information access using Google Gemini's …
45953
compasify
Model Context Protocol (MCP) server for Redmine that provides comprehensive acc…
45954
skyvanguard
mcp-vanguard Claim
A security pentesting MCP server with 89 tools across 10 categories, enabling c…
N/A N/A
45955
StudiousXiaoYu
oracle-link Claim 1
Oracle MCP Query Server (Node.js) - Read-only SELECT via MCP
N/A N/A 83
45956
MananSingh2001
Converts Figma designs into production-ready React components with design token…
45957
softvoyagers
Faktuj MCP Claim
Generate Polish VAT invoices (Faktura VAT) as PDF
N/A N/A 95
45958
lemaitregabinpro-creator
conversion image to webp/avif with 402 payement required, 0.001 and 0.0005 afte…
81
45959
jonathanrorbet-dotcom
postgress Claim
N/A N/A 95
45960
gofullthrottle
Securely connect AI assistants to ClickUp workspaces through OAuth 2.0, providi…
81
45961
CrashBytes
Trigger events, query channels, and manage realtime messaging on Pusher Channel…
N/A N/A 83
45962
criblio
A Model Context Protocol server for Confluence Cloud that aggressively trims AP…
45963
DaisukeHori
Enables printing of Yamato B2 Cloud shipping label PDFs to a thermal label prin…
N/A N/A
45964
malkreide
MCP server for the Swiss Federal Office of Public Health Infectious Disease Das…
45965
tinkeriotops
Bridges the Model Context Protocol (MCP) with ESP32 devices running Tasmota fir…
N/A N/A
45966
xiaobenyang-com
chuck-norris Claim
Boost your model’s performance with tailored optimization prompts and strategic…
N/A N/A 95
45967
liukeyu800
A fully offline MCP server for generating 15 types of SVG charts, including lin…
45968
PraiseSinkamba
Azure DevOps MCP tools for Claude Code and Codex CLI, enabling interaction with…
N/A N/A
45969
Picaresco
zte-f680-mcp Claim
MCP server to manage and inspect a ZTE ZXHN F680 GPON router, enabling conversa…
N/A N/A
45970
martinduartemore
GIMP MCP Claim
Enables AI models and external applications to control GIMP remotely via the Mo…
N/A N/A
45971
jeremyjordan
mcp-gmail Claim
Enables Gmail access through MCP, allowing LLMs to read, compose, and send emai…
45972
TPEmist
pop-pay Claim
Project Point One Percent - Agent Pay \[pop-pay] is a payment guardrail and one…
81
45973
MCP-Mirror
Enables language models to search and interact with Space Frontiers data source…
81
45974
gotham-os
Enables Claude Code to control a real browser using AI for web scraping, compet…
45975
nokia
Enables AI agents to manage infrastructure through natural language queries to …
45976
Anakintano
figma-mcp Claim
Enables AI agents to read, inspect, and export Figma designs programmatically. …
45977 N/A N/A 95
45978
Purple-Horizons
A self-hosted Sanity MCP server with full CRUD, atomic transactions, reference …
45979
extinctsion
mcp-py-devto Claim
Enables interaction with dev.to platform through a message-based architecture, …
45980
xmindltd
Enables AI assistants to generate interactive mind maps from text, YouTube vide…
45981
manofsadness
ItchWHMMCP Claim
A local MCP server for managing WHM and cPanel servers through AI clients, supp…
N/A N/A
45982
ch1y1z1
Enables sending push notifications via Bark and PushDeer services, supporting m…
45983
hex
Enables management of TeamCity CI/CD operations through natural language comman…
45984
Stellar Memory Claim 1
Persistent AI memory using orbital mechanics. 100% local, zero API keys, MCP-na…
N/A N/A 61
45985
Bigred97
aihw-mcp Claim
Query the AIHW in plain English — mortality, cancer, health spend, hospital wai…
N/A N/A
45986
shdomi8599
vibie-mcp Claim
Deploy static HTML folders to permanent vibie.page URLs in seconds. One-line au…
45987
documentation-x
Greet people by name with quick, friendly salutations. Explore the origin story…
N/A N/A 95
45988
adzuna
adzuna-mcp Claim
N/A N/A 95
45989
tylrdnns
plantos Claim
Agricultural intelligence MCP server providing soil analysis, weather data, cro…
N/A N/A 95
45990
rodaddy
ProxmoxMCP Claim
A Python-based MCP server for interacting with Proxmox hypervisors, enabling ma…
45991
ktmage
Enables AI assistants to manage Google Tasks (list, create, complete, delete ta…
N/A N/A
45992
bboypoison159-7b43
ChainRay Claim
The most complete blockchain data and intelligence service for AI agents. 94 en…
81
45993
michalperni11-gif
Standardized SEC EDGAR financial data — income statements, balance sheets, cash…
45994
kholodihor
Enables AI assistants to create, manage, and track projects with associated tod…
45995
brettvtcrowe
Enables deep analysis of SEC EDGAR filings through universal company search, do…
81
45996
erickvs
Enables AI agents to speak and listen in real-time with interruption handling, …
N/A N/A
45997
datanexusmcp
Provides AI-ready access to US/UK nonprofit data and OSS vulnerability intellig…
45998
dpc00
MCP server for Sublime Text 4. Lets Claude Code read and control a running ST i…
N/A N/A
45999
SolvoHQ
Through-the-upgrade dependency-migration briefs for LLM coding agents.
N/A N/A
46000
sarathsp06
sourcesage Claim
SourceSage is an MCP (Model Context Protocol) server that efficiently memorizes…
N/A N/A 95
Showing 45951–46000 of 46053 servers