MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42751
iamperegrine
dub-mcp Claim
A Model Context Protocol server for Dub that enables creating, updating, deleti…
N/A N/A
42752
chrischall
artsonia-mcp Claim
Parent/fan access to Artsonia student-art portfolios, comments, and fans (AI-bu…
N/A N/A
42753
none-stack-developer
ffmpeg-mcp Claim
An MCP server that exposes FFmpeg as structured tools for AI-agent-driven video…
N/A N/A
42754
rahulgh033
MCP server for querying employee data via tools like get_employees and get_empl…
42755
rrs1979
A Cloudflare Workers-based implementation of Model Context Protocol (MCP) serve…
81
42756
gkcogz
1trippulse Claim
1trip PULSE: 21-tool AI travel planner. Flights, hotels, visa, safety, weather,…
N/A N/A 95
42757
andrewmalov
mcp-imap Claim
Enables AI agents to interact with email accounts via IMAP and SMTP, supporting…
N/A N/A
42758
BUZDOLAPCI
MCP server that provides structured briefs for public GitHub repositories, incl…
42759
DevquasarX9
A Model Context Protocol server for GitLab that provides AI agents structured a…
42760
grant449
Search Tesla Model 3 and Model Y collision parts by OE number. CAD prices, BC d…
42761
cyberimaginationsi-gif
cyber-si-mcp Claim
N/A N/A 95
42762
ismailsaleekh
Mobbin Agent Claim
MCP server that gives AI agents browser-based access to Mobbin for design resea…
N/A N/A
42763
ma-pony
Provides browser automation capabilities for LLM applications, enabling web pag…
N/A N/A
42764
JimFlannery
Provides AI assistants with access to real-time space weather data and forecast…
N/A N/A
42765
elliot-evno
DDG MCP3 Claim
A basic MCP server with example tools including message echoing and server info…
N/A N/A 95
42766 N/A N/A 95
42767
sajitsasi
MCP server that provides tools and resources to interact with Elasticsearch clu…
42768
ascendkit Claim 1
Auth, email, journeys, surveys, webhooks, and analytics for SaaS in one project…
N/A N/A 81
42769
markus
Convo Claim
Access your meeting transcripts, summaries, and action items from any AI assist…
81
42770
raghavenderhariharan
Enables Claude Code to understand, debug, edit, and build Infor RPA Studio 2026…
N/A N/A
42771
Haipothetical
Exposes Grey Swan Signals market stress intelligence as callable tools for AI a…
N/A N/A
42772
VoidChecksum
Coursera MCP Claim
Enables AI agents to programmatically interact with Coursera, including enrolli…
N/A N/A
42773
notgate
dnSpy-MCP Claim
A Model Context Protocol server for static .NET assembly analysis, offering dec…
N/A N/A
42774 N/A N/A 95
42775
ceski23
openapi-mcp Claim
MCP server for loading and exploring OpenAPI/Swagger specifications, enabling A…
42776
StenSeegel
mcp-blanko Claim
A TypeScript template for building MCP servers with placeholder tools and dual …
42777
matetools
mcp-server Claim
35 utility tools for AI agents — mate.tools API. Hash, regex, SEO, random, DNS,…
N/A N/A
42778
evrenonur
MCP server for managing AIProject tasks and projects, providing CRUD operations…
42779
Scottcjn
grazer-mcp Claim
Multi-platform content discovery for AI agents over MCP — graze worthy content …
42780
tillo
Enables AI agents to protect, unprotect, and search sensitive data using Kustod…
42781
lucassampsouza
fruits-mcp Claim
Enables management of Product Fruits knowledge base articles, categories, and i…
N/A N/A
42782
hkbu-kennycheng
Enables LLMs like Claude to bidirectionally chat with diffusion-based LLMs (e.g…
N/A N/A
42783
vaibhavpandeyvpz
jiraxmcp Claim
An MCP server for interacting with Jira Cloud, providing tools for issues, sear…
42784
marcelofiorito
Exposes SAP SuccessFactors HR data as MCP tools for AI agents, enabling natural…
42785
asyncDefi
A Python MCP server for indexing projects using embeddings, providing semantic …
N/A N/A
42786
sjcripps
BizIntel Claim
Analyze market trends and competitor landscapes to identify strategic growth op…
81
42787
ORDIS-Co-Ltd
Extracts text and images from PDFs and image files using the Mistral OCR API, w…
N/A N/A
42788
13shivam
FaceTron is a high-performance face embedding server with ONNX Runtime, dynamic…
42789
dhanavel10
Enables AI agents to read and modify Mendix application models through MCP tool…
42790
alyiox
MCP server for downloading Jira and Confluence Cloud attachments by attachment …
N/A N/A
42791
az-coder-123
An MCP server that connects AI assistants to Microsoft SQL Server databases, en…
42792
jiangxtx
yinxiang-mcp Claim
MCP server for Evernote China (印象笔记), enabling Claude to list notebooks and not…
42793
kbdiamondes
A secure, constraint-based macOS OS-level automation MCP server for AI assistan…
N/A N/A
42794
OpenArx-AI
OpenArx Claim
Open scientific and engineering knowledge for AI agents: search, evidence, docu…
42795
yexca
A local MCP gateway that provides image generation and editing tools via extern…
N/A N/A
42796
SeoulVentures
Enables publishing of medical content (articles, procedures, clinics) to a Kore…
42797
agentcentral-to
Hosted Amazon Seller Central and Amazon Ads MCP server for Claude, ChatGPT, and…
42798
uplink-code
Uplink Claim 1
Automate a real, logged-in browser on your own device — no stored credentials, …
N/A N/A 81
42799
nbiish
Multi-agent local browser automation MCP server with per-agent WebSocket paths,…
N/A N/A
42800
seanpdwyer7
Enables LLMs to read and edit Madden NFL franchise saves and EA SPORTS College …
N/A N/A
Showing 42751–42800 of 67197 servers
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