MCP Server Quality Scores

Independent quality analysis of 50103 public MCP servers

50103
Discovered
29730
Scored
2112
Verified
16952
Complete

Last updated 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50001
axel-belfort
Email deliverability audit API for AI agents. Analyze any domain's email authen…
N/A N/A 95
50002
Anshumaan031
An MCP server that integrates Crawl4AI with Supabase to enable AI agents to cra…
50003
ebartan
Provide a scaffold for building MCP servers with ease. Accelerate development b…
N/A N/A 95
50004
kitepon-rgb
IP-MCP Claim
Enables natural language access to Japanese patent information through the JPO …
50005
shanshili
Enables batch conversion of PDF files to HTML format using Mineru's official PD…
81
50006
coreyjwang
FinDataMCP Claim 1
An MCP server that enables Claude Desktop to access and analyze financial data …
N/A N/A 95
50007
tieubao
A Cloudflare Worker that wraps the Capacities API as a remote MCP server, enabl…
50008
dushyant30suthar
endiagram Claim
Deterministic structural analysis that gets your AI laser focused. 13 graph-the…
81
50009
charts-mcp Claim 2
MCP server for generating charts using AntV. Supports various chart types throu…
N/A N/A 81
50010
cyanheads
Resolve airport codes (IATA/ICAO/GPS/local), search airports, find the nearest …
50011
bystray
Compare LLM inference costs vs OpenAI/Anthropic/DeepSeek. Gonka is up to 6800x …
50012
FixtureForge
Schema-aware relational test data generator with working foreign keys, for any …
N/A N/A
50013
bperezpereira
mcp Claim
Chilean DTE/SII invoicing — issue invoices, reconcile payments and manage clien…
50014
deficlow
Zipp Claim
Multi-language crypto news with editorial sentiment + importance scoring; cites…
50015 N/A N/A 95
50016
rygwdn
Enables AI assistants to access and interact with macOS Calendar.app events and…
N/A N/A
50017
TheWinci
local-rag Claim
Semantic code search for AI agents — hybrid vector + BM25 with cross-encoder re…
N/A N/A 95
50018
rayss868
TermSSH MCP Claim
Terminal-first SSH access for MCP clients and AI agents, enabling interactive r…
50019
Jimmyh-world
A specialized gateway that simplifies Cardano blockchain integration for applic…
50020
ktmage
Enables AI assistants to manage Google Tasks (list, create, complete, delete ta…
N/A N/A
50021
Rumblingb
Immutable audit trail for agent-to-agent interactions
N/A N/A
50022
bboypoison159-7b43
ChainRay Claim
The most complete blockchain data and intelligence service for AI agents. 94 en…
81
50023
verbart
tradernet Claim
N/A N/A 95
50024
rodaddy
ProxmoxMCP Claim
A Python-based MCP server for interacting with Proxmox hypervisors, enabling ma…
50025
hex
Enables management of TeamCity CI/CD operations through natural language comman…
50026
tylrdnns
plantos Claim
Agricultural intelligence MCP server providing soil analysis, weather data, cro…
N/A N/A 95
50027
ch1y1z1
Enables sending push notifications via Bark and PushDeer services, supporting m…
50028
nokia
Enables AI agents to manage infrastructure through natural language queries to …
50029
DrSmile444
MCP server to check GitHub Copilot quota, rate-limit status, and reset times fr…
N/A N/A
50030
venikman
fpf-memory Claim
This MCP server provides a deterministic index of the First Principles Framewor…
50031
parlay-run
Parlay Claim
Remote MCP server for prediction markets — search and compare live odds across …
50032
devhelmhq
Monitor uptime, manage incidents, configure alerting, and query dependency stat…
N/A N/A
50033
martinduartemore
GIMP MCP Claim
Enables AI models and external applications to control GIMP remotely via the Mo…
N/A N/A
50034
Picaresco
zte-f680-mcp Claim
MCP server to manage and inspect a ZTE ZXHN F680 GPON router, enabling conversa…
N/A N/A
50035
PraiseSinkamba
Azure DevOps MCP tools for Claude Code and Codex CLI, enabling interaction with…
N/A N/A
50036
apple-techie
A middleware service that allows LLMs and AI assistants to directly interact wi…
81
50037
CrawlForgeDEV
CrawlForge MCP is a production-ready MCP server that gives AI agents the power …
81
50038
jonathanrorbet-dotcom
postgress Claim
N/A N/A 95
50039
hatchable
hatchable Claim
Build and host full-stack web apps and sites on Hatchable from any MCP client. …
81
50040
Kinglions
Design-to-code artifact pipeline for UI screenshots, Figma node data, and visua…
N/A N/A
50041
granolacowboy
A deterministic MCP server for legal intake triage that provides practice-area …
N/A N/A
50042
CSOAI-ORG
slugify-ai-mcp MCP server by MEOK AI Labs
N/A N/A
50043
AgentLineHQ
AgentLine Claim
Give AI agents a phone number. Voice calls, SMS, and phone number management fo…
50044
cUDGk
Wraps OpenAI Codex's computer-use engine to provide MCP tools for Windows scree…
N/A N/A
50045
XJTLUmedia
AI HR toolkit: 24 MCP tools for resume parsing, skill extraction & ATS manageme…
N/A N/A 95
50046
evmquery-com
evmquery-mcp Claim
Read any contract on any EVM chain through a single MCP endpoint. Ask question…
81
50047
emzimmer
Provides access to Anthropic's AI models through the Model Context Protocol, en…
50048
gossipauthorxpm
docs-mcp Claim
MCP server for reading and writing .docx files. Exposes four paginated tools so…
N/A N/A
50049
SaharCarmel
TheAlmanac Claim
Enables programmers to search, download, and access up-to-date API and software…
N/A N/A
50050
AliceLynxx
Provides secure access to local files from specified directories. Enables listi…
N/A N/A
Showing 50001–50050 of 50103 servers