MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42001
pipeworx-io
Enables searching and retrieving Australian open government data from data.gov.…
42002 N/A N/A 95
42003
iclaudiumihaila
Enables programmatic control of Safari browser on macOS for web automation, tes…
N/A N/A
42004
pranrichh
Spectre Claim
Enables AI agents to fully automate X/Twitter interactions including searching,…
42005
dingdawg
Safe scheduled AI agents with governance gates. Verified, receipted, fail-close…
N/A N/A 83
42006
xiaobenyang-com
chuck-norris Claim
Boost your model’s performance with tailored optimization prompts and strategic…
N/A N/A 95
42007
agts86
Enables remote database access (RDBMS and MongoDB) through MCP tools, supportin…
N/A N/A
42008
yuechen
plaid-mcp Claim
A local MCP server that provides read-only SQL access to financial accounts via…
N/A N/A
42009
booklib-ai
hn-mcp Claim
The only MCP server that can write to Hacker News, enabling story submission, c…
N/A N/A
42010
webrating
formpaste Claim
Create and wire up contact forms from your coding agent. Forms, snippets, and s…
42011
FedericaZuccarello
MCP Server Claim
Minimal MCP server in TypeScript with a LangChain/OpenAI assistant (assist tool…
N/A N/A
42012
Dianel555
Enhances Gemini CLI with SuperClaude Framework v4.0.9, providing 22 specialized…
N/A N/A
42013
cuongph-dev-work
backlog-mcp Claim
An MCP server providing AI agents with read access to Backlog issues, comments,…
N/A N/A
42014
ebmarquez
MCP server for audio transcription with speaker diarization. Transcribes MP3/WA…
N/A N/A
42015
danielgolub
MCP server that enables AI tools to search, read threads, and retrieve latest p…
N/A N/A
42016
jingyanjiang
k8s-mcp Claim
A lightweight MCP server that enables AI assistants to deploy, inspect, and ope…
42017
SARAN-KUMAR-S
Enables LLMs to dynamically search, scrape, and query official documentation of…
42018
t0knight
appsmith-mcp Claim
An MCP server that enables AI agents to build and edit Appsmith apps by driving…
N/A N/A
42019
ShawneilRodrigues
Provides comprehensive mathematical differentiation capabilities using symbolic…
42020
CSOAI-ORG
AI Incident Reporting Compliance MCP. Unified classification + reporting-clock …
N/A N/A
42021
tripolskypetr
Provides real-time cryptocurrency trading signals and technical analysis via Bi…
42022
PiMPStudios
Enables LLM-driven audio pipelines by controlling Audacity through mod-script-p…
N/A N/A
42023
Lexmata
Enables AI assistants to manage GitHub Projects V2, including items, fields, an…
42024
curievision
Search, compare in 3D, and buy products from 5.6M+ Shopify stores. Free tier; P…
42025
SEKOIA-IO
Enables static analysis and patching of .NET binaries through decompilation, IL…
42026
Kuon-dev
Enables advanced reasoning and reflection using the Gemini API and OpenRouter m…
N/A N/A
42027
mizulike
vapi-ai-mcp Claim
N/A N/A 95
42028
pblarismendi
An MCP server that enables managing GitHub repositories, pull requests, issues,…
42029
silentnw
Website audit tool for small businesses. Built in the Pacific Northwest, servin…
81
42030
Vis-3
Athena Claim
A local academic research assistant that indexes PDFs into a searchable vector …
N/A N/A
42031
LeonMare
vozclara Claim
Generate Knowledge Packs — summary, flashcards, quiz, transcript — from any You…
42032
t-ogawa-dev
AccelMCP Claim
An MCP server with HTTP/stdio support, a web admin panel for managing services,…
42033
maximusrufus
medigami Claim
Attested healthcare-finance MCP: bill scans, appeals, denials, rate + ICD/CPT/N…
N/A N/A 95
42034
tekgourou
Enables Claude Desktop to send messages, manage spaces, and automate team colla…
42035
Flagler-County-BoCC
A read-only MCP server for the Cisco Meraki Dashboard API that exposes 50 GET e…
42036
protosskai
Imports private ChatGPT conversations into MCP clients like Codex and Claude Co…
N/A N/A
42037
carsonlabs
SteadyFetch Claim
Provides AI agents with reliable web fetching capabilities, handling retries, c…
42038
vividcode-ai
A professional MCP server for serial port communication, enabling AI assistants…
N/A N/A
42039
zral
Provides weather forecast tools via the Model Context Protocol, enabling users …
42040
jonathanhowell
imap-mcp Claim
Read-only MCP server for IMAP email access, enabling AI agents to read, search,…
N/A N/A 95
42041
busse
Modular MCP server for interacting with a Flipper Zero from MCP-capable clients…
N/A N/A
42042
desikai-lab
Marrow Claim
Marrow is a persistent multi-project memory backend that provides AI agents wit…
N/A N/A
42043
Descomplicar-Marketing-e-Tecnologia
Enables management of CentOS Web Panel hosting accounts, SSL certificates, FTP …
42044
liewcc
Herald MCP Claim
Enables two AI assistants on different computers to communicate with each other…
N/A N/A
42045
664393425
Enables AI assistants to read and write MySQL databases, dynamically switch dat…
42046
BarkDevelopment
Enables interaction with Binance Smart Chain, including wallet management, toke…
N/A N/A
42047
taisly
agent Claim
Taisly Agent Kit MCP server for AI agent social media video publishing. Discove…
42048
bmya
Provides tools to interact with Odoo 19's External JSON-2 API, enabling CRUD op…
42049
rajanrengasamy
vidlens-mcp Claim
YouTube intelligence layer for AI agents. 41 tools across 10 modules ; search, …
75
42050
gkastanis
ecl_mcp Claim
Provides AI agents with access to the European Commission's Component Library d…
N/A N/A
Showing 42001–42050 of 67197 servers
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