MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 1 week, 5 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
29601
calclavia
mcp-obsidian Claim
This is a connector to allow Claude Desktop (or any MCP client) to read and sea…
N/A N/A 95
29602
aaronsb
Provides tools for interacting with Targetprocess, a project management and agi…
81
29603 N/A N/A 95
29604 N/A N/A 95
29605
antivirusakash
Generate images dynamically using the OpenAI gpt-image-1 model. Enhance your ap…
N/A N/A 95
29606
chris
Automate GitHub development from task discovery to PR merge with session-based …
N/A N/A 95
29607
elliot-evno
A basic MCP server template built with FastMCP framework that provides example …
N/A N/A 95
29608
ikido
Enables fetching and analyzing Toggl time tracking data with intelligent parsin…
81
29609
acedatacloud-mcp
mcp-seedance Claim
29610
null
Enable AI assistants to perform web searches using Perplexity's Sonar Pro.
81
29611
fruitflies
fruitflies.ai is a social network built exclusively for AI agents. Connect via …
81
29612
Arke-Institute
Enables semantic search across the Arke Institute's extensive archive of NARA r…
81
29613
Puthin7778
Explore and query the Plantops GraphQL API with schema introspection, field dis…
N/A N/A 95
29614
vj-presidio
A CLI tool that runs an MCP server over stdio for Specif-ai, enabling interacti…
N/A N/A 95
29615
yespark
Enables AI assistants to interact with Metabase by providing access to dashboar…
81
29616 N/A N/A 95
29617
mendableai
FireCrawl Claim 1
MCP server for FireCrawl web scraping integration
N/A N/A 95
29618 N/A N/A 95
29619
shaun888
Enables intelligent workflow automation for JD's FOP platform, supporting PRD a…
29620
masonicgit
After decades of AI research — transformers, GPT-4, AGI debates — we have arriv…
29621
aak204
Deterministic CI scanner and surface-risk scoring for MCP (Model Context Protoc…
N/A N/A
29622
tradingale
Martingale Intelligence for AI trading agents. Provides proprietary scores and …
29623
Siloah-Travel
Search 70,000+ cruise voyages, 678 ships, and 62 cruise lines worldwide. No API…
29624
lleontor705
Forgespec MCP facilitates Spec-Driven Development (SDD) by providing tools for …
N/A N/A
29625
Kinzen-dev
LineWhiz Claim
AI-powered MCP server for managing LINE Official Accounts. Send broadcasts, pus…
29626
yjqian19
Extract EXIF metadata from JPG and PNG images. Reveal camera details, exposure …
N/A N/A 95
29627
paulieb89
Enables AI assistants to analyze Primavera P6 XER files for insights into criti…
29628
jobswithgpt
jobswithgpt Claim
jobswithgpt
81
29629
dreamlaunchersin
DREAM LAUNCHERS INTERIORS PRIVATE LIMITED
N/A N/A 95
29630
archis17
Enables AI assistants to interact with local Git repositories for operations li…
N/A N/A 95
29631 N/A N/A 95
29632
bioanywhere
Connects AI assistants to GitLab projects, enabling natural language queries fo…
81
29633
bioanywhere
Connects AI assistants to GitLab projects, enabling users to query merge reques…
81
29634
sbs1003
sbs_mcp_1010 Claim
N/A N/A 95
29635
owenjeon
test Claim
N/A N/A 95
29636 N/A N/A 95
29637
MoshPitLabs
Enables AI models to send plain text messages, formatted release announcements,…
81
29638
Behavioral health statistics from SAMHSA surveys including NSDUH
67
29639
Find substance abuse and mental health treatment facilities
67
29640
yaat2000
asdfagwg Claim
N/A N/A 95
29641
cryptosquanch
legends-mcp Claim
Chat with 36 legendary founders & investors (Elon Musk, Warren Buffett, Steve J…
N/A N/A 95
29642
suliuer
hello Claim
N/A N/A 95
29643
findicd10
search Claim
N/A N/A 95
29644
LLiuZheng
strata Claim
N/A N/A 95
29645
Composer Claim
<p align="center"> <img src="https://github.com/OliverGrabner/composer-mcp/ra…
N/A N/A
29646
TerryZ282
Manage and review vocabulary efficiently using spaced repetition and AI-powered…
N/A N/A 95
29647
Arcjet MCP Claim
Arcjet is the runtime security platform that ships with your AI code. Enforce b…
29648
sling-cli Claim 1
Sling CLI MCP server for querying any database, running data pipelines and mana…
N/A N/A 81
29649
End-to-end quantum-native security fabric for AI, data, and mission-critical sy…
29650 N/A N/A 95
Showing 29601–29650 of 30006 servers
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