MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47451
clawdcraft
fizzy-mcp Claim
MCP server for Fizzy, Basecamp's open-source Kanban tool. Enables AI assistants…
47452
junter1989k-ai
Dominican Republic DGII e-CF: AI agents authenticate and submit electronic invo…
47453
bch1212
pubrecords Claim
US public-records intelligence for AI agents — companies, SEC, courts, spending…
47454
PixlFlip-Enterprises
MCP server for managing Pterodactyl game panel resources (users, servers, nodes…
47455
mxfksta
MCP server for the Kilkaya analytics API, enabling querying analytics data, lis…
47456
blasrodri
truth is a deterministic fact-checker for the claims an AI coding agent makes a…
N/A N/A
47457
valyuAI
valyu-mcp Claim
Enables AI models to retrieve high-quality context from Valyu's API, including …
47458
wllrdev
Search, trending, topics, and local news all in one MCP server. Article preview…
47459
omidmanoochehri
Enables AI agents to control Windows GUI applications like a human using screen…
N/A N/A
47460
kennetchau
MCP Server Claim
A modular MCP server providing file operations, web search, URL scraping, and s…
47461
ikido
Enables fetching and analyzing Toggl time tracking data with intelligent parsin…
81
47462
wuxiaolong123121
Enforces engineering governance for AI-driven software projects, ensuring state…
47463
HelloThisWorld
Open Mind Claim
MCP server that builds a deterministic, source-traceable knowledge index of any…
N/A N/A
47464
fajarmf
slite-mcp Claim
Integrates with Slite's API to search, retrieve, create, and edit notes via the…
47465
CSOAI-ORG
note-taking-ai-mcp MCP server by MEOK AI Labs
N/A N/A
47466
sjgant80-hub
MCP server for Foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operat…
47467
TianqBu
threadwork Claim
A multi-agent collaboration tool for Claude Code that supports hot-swappable ro…
N/A N/A
47468
sanjay-vasoya
Enables fetching public repositories for a given GitHub username, returning cur…
N/A N/A
47469
soapboxbuild
Enables interaction with GRESB's Real Estate ESG Benchmarking API, allowing use…
47470
fukayatti
Enables Google web search via MCP, compatible with gemini-cli's google_web_sear…
N/A N/A
47471
MohGanji
Enables AI agents to build and interact with mind maps on mindmap.io. Agents ca…
47472
mainwp
Enables AI assistants to manage WordPress networks through a MainWP Dashboard, …
N/A N/A
47473
knowledge-bridge-labs
Serves local Markdown wikis as a read-only knowledge source with MCP tools for …
N/A N/A
47474
lalithdabilpuram01
An MCP server for HR management that enables adding employees, managing tickets…
N/A N/A
47475
fungiboletus
MCP Café Claim
Simulates technical discussions with various agent profiles to help solve engin…
N/A N/A
47476
xlop-dev
Connects AnythingLLM to Coolify for natural language management of self-hosted …
47477
pipeworx-io
Enables querying Merriam-Webster's Collegiate Dictionary and thesaurus via natu…
47478
probelabs
Enables AI agents to overcome context loops by extracting and packaging code fo…
N/A N/A
47479
raygisterinc
Read-only MCP server for Raygister, enabling AI assistants to browse constructi…
47480
MichaelCPHP
A minimal starting point for a Model Context Protocol server with stdio transpo…
N/A N/A
47481
dennisimoo
Provides AI assistants with access to neobrutalism-styled React components, ena…
47482
MRajibH
Enables interacting with a Redmine instance via REST API, allowing issues, proj…
47483
GleidsonFerSanP
Enables AI assistants to read, create, merge, split, and edit PDF files through…
N/A N/A
47484
guidobosch87
decodo-coppi Claim
N/A N/A 95
47485
1021143806
Enables interaction with NapCat QQ bot APIs for group management, messaging, an…
47486
ironxyz
ironxyz Claim
Official MCP (Model Context Protocol) server for Iron.xyz API, designed to work…
47487
cr21
MCP server for step-by-step mathematical reasoning and planning, enabling AI ag…
N/A N/A
47488
aaronsb
Bridges AI assistants to Linux D-Bus for system interaction, enabling clipboard…
N/A N/A
47489
wangyaominde
Enables AI to create, edit, and manage Mermaid diagrams via MCP, with real-time…
47490
AlaeddineMessadi
A multimodal local memory MCP server that lets AI agents search across text, PD…
N/A N/A
47491
kkamal11
mcp-sandbox Claim
A sandbox MCP server for testing and debugging MCP tools and interactions via t…
47492
zuhabul
Fetchium Claim
Fetchium — token-efficient web retrieval for AI agents
47493
VanBarbascu
zulip-mcp Claim
MCP server that exposes Zulip REST API tools via SSE, enabling message retrieva…
N/A N/A
47494
cmudrc
su2-mcp Claim
Enables interaction with SU2 CFD solver for session lifecycle management, confi…
N/A N/A
47495
Scrape-Technology
abrasio-mcp Claim
MCP server that exposes Abrasio as an agentic browser for AI models, allowing C…
47496
prasanth-personal
Enables Claude AI to securely query live SAP inventory data through Salesforce …
47497
Ronit-019
Personal finance MCP server with budgeting, analytics, and PostgreSQL.
N/A N/A
47498
echo-xianyu
An MCP server that searches booru image boards and cleans their tags into ready…
47499
jsiksn
Mnemosure Claim
A source-grounded memory layer for AI agents that stores, links, and recalls fa…
47500
quangminh1212
Enables token counting, usage tracking, and cost calculation for LLM APIs, with…
N/A N/A
Showing 47451–47500 of 67226 servers
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