MCP Server Quality Scores

Independent quality analysis of 58295 public MCP servers

58295
Discovered
29865
Scored
2112
Verified
16953
Complete

Last updated 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7551
lewisvoncken
Playwright MCP Claim 1
A Model Context Protocol server that provides browser automation capabilities u…
B 70 55 65 55 57 80 95
7552
twolven
StockFlow MCP Server Claim 2
A Model Context Protocol server providing real-time stock data and options anal…
B 70 55 75 61 36 80 90
7553
adham90
opentrace Claim
Observability engine for AI coding agents. Custom columnar log store, MCP-nativ…
B 70 54 76 31 N/A 58 95 91
7554
isshiki-dev
KB-MCP Server Claim
A local-first knowledge base server that enables AI clients to store, retrieve,…
B 70 54 70 53 N/A 28 90 99
7555
JoshDoesIT
Enables automated review and analysis of network security controls (AWS Securit…
B 70 55 96 33 39 81 92
7556
rdvo
Steel Puppeteer Claim 2
A Model Context Protocol server that enables LLMs to automate web browsers usin…
B 70 55 65 66 34 81 99
7557
chromewillow
Grey Hack MCP Server Claim 1
A Model Context Protocol server that enhances Grey Hack game development by pro…
B 70 55 79 67 18 80 91
7558
heygen-com
Heygen MCP Server Claim
Enables Claude Desktop and Agents to generate AI avatars and videos through the…
B 70 55 66 71 24 81 97
7559
th3nolo
Provides access to 400+ AI models from OpenRouter, enabling users to chat with …
B 70 55 90 75 28 81 58
7560
zereight
confluence-mcp Claim
jira, wiki mcp
B 70 55 78 63 28 81 90
7561
tatumio
blockchain-mcp Claim 2
MCP server for Blockchain Data. It provides access to Tatum's blockchain API ac…
B 70 55 63 66 44 80 92
7562
Amit-Lakhani
An MCP-compatible server that provides tools for integrating selected Postman A…
B 70 55 78 67 23 81 89
7563
GroundDocs
GroundDocs Claim
A version-aware Kubernetes documentation assistant that connects LLMs to truste…
B 70 54 62 58 N/A 40 95 92
7564
oharkins
Provides comprehensive access to real-time weather data, forecasts, historical …
B 70 55 60 71 29 82 100
7565
dhannusch
An intelligent web crawling server that uses Cloudflare's headless browser to r…
B 70 55 72 71 25 81 92
7566
AnisurRahman06046
Enables e-commerce shop owners to query their business data using natural langu…
B 70 55 72 71 N/A 24 80 90
7567
ibbykhazanchi
Enables interaction with Athena Health's API for comprehensive healthcare pract…
B 70 55 78 61 16 81 99
7568
tfscharff
Prevents citation hallucination by verifying academic citations against CrossRe…
B 70 55 78 100 27 81 48
7569
Tairon-ai
Enables AI assistants to interact with the Plasma Network blockchain testnet, s…
B 70 55 66 61 44 80 98
7570
suthio
Redash MCP Server Claim 1
Model Context Protocol (MCP) server that integrates Redash with AI assistants l…
B 70 55 84 62 61 80 57
7571
589411
Notion MCP Server Claim
Enables interaction with Notion workspaces through the Notion API. Provides too…
B 70 55 84 60 26 81 85
7572
orellazri
coda-mcp Claim 1
MCP server for [Coda](https://coda.io/)
B 70 55 39 72 73 80 93
7573
SyedHussainAhmad
Enables searching and scraping of product listings from major Pakistani e-comme…
B 70 54 78 43 N/A 21 95 100
7574
markpitt
FreeAgent MCP Server Claim 1
A Claude MCP server that allows Claude to interact with your FreeAgent account …
B 70 55 78 58 35 81 91
7575
louxsye
An MCP server that enables AI models to perform Google Web searches using the G…
B 70 55 63 68 36 80 100
7576
Phionx
Say Hello Claim
Send personalized greetings by name and quickly test simple interactions. Toggl…
B 70 54 68 60 N/A 29 94 91
7577
amcharts
amcharts5 Claim
On-demand access to amCharts 5 docs, code examples, and API reference
B 70 54 60 56 N/A 39 92 100
7578
TauqeerAhmad5201
Docker MCP Server Claim 1
Enables natural language interaction with Docker commands and operations. Suppo…
B 70 55 72 100 N/A 25 95 39
7579
priteshshah96
A simple application demonstrating Model Context Protocol (MCP) integration wit…
B 70 55 82 66 16 77 94
7580
surisoft-io
CAPI Gateway Claim
Apache Camel API Gateway with REST-to-MCP bridging for LLM agents.
B 70 54 80 37 N/A 65 75 96
7581
MushroomFleet
DeepLucid3D-MCP Claim 3
MCP server for unified cognitive processing — deep reasoning framework for Clin…
B 70 55 81 58 N/A 23 83 90
7582
iAchilles
Memento Claim
A local, fully-offline MCP memory server that enables persistent storage and re…
B 70 55 60 100 N/A 39 95 43
7583
AnthonyAlcaraz
Skill Retriever Claim
A graph-based MCP server that discovers, resolves dependencies, and installs th…
B 70 55 84 55 31 78 89
7584
xiaolaa2
MIDI File MCP Claim 1
A powerful MCP tool for parsing and manipulating MIDI files that allows users t…
B 70 55 70 82 67 76 51
7585
qingpengchen2011
Enables compilation and serving of Manim animations through natural language. S…
B 70 54 78 56 N/A 19 95 90
7586
zorrobyte
macnotes-mcp Claim
A production-ready MCP server for macOS that provides async, cache-backed acces…
B 70 54 76 28 N/A 64 88 99
7587
Meerkats-Ai
Findymail MCP Server Claim 1
An MCP server integrating with Findymail API that enables email validation and …
B 70 55 71 68 22 81 99
7588
gabbar910
Integrates Jira and GitLab to enable AI agents to seamlessly manage issues, cre…
B 70 55 78 58 27 76 100
7589 B 70 54 62 63 N/A 37 90 94
7590
NehaSJ99
Enables users to fetch real-time weather alerts from the National Weather Servi…
B 70 55 86 36 45 81 98
7591
0xgasless
A Model Context Protocol server that enables gasless blockchain transactions di…
B 70 55 57 63 49 81 100
7592
dhhuston
APRS.fi MCP Server Claim 1
A Model Context Protocol server that provides access to APRS.fi API for ham rad…
B 70 55 75 100 N/A 20 95 40
7593
kukapay
bridge-rates-mcp Claim
Delivering real-time cross-chain bridge rates and optimal transfer routes to on…
B 70 55 66 58 43 83 97
7594
MCP-100
MCP Sentry Claim 1
A Model Context Protocol server that retrieves and analyzes Sentry.io issues, a…
B 70 55 75 67 30 81 88
7595
cs97jjm3
Provides UK-centric date calculations including bank holiday integration, sprin…
B 70 55 78 57 24 81 98
7596
makaveli006
A production-ready MCP server that enables users to interact with PostgreSQL da…
B 70 55 60 71 47 81 87
7597
bobmatnyc
A cloud-based vector memory service that provides AI assistants with persistent…
B 70 55 78 43 45 81 97
7598
Nicolas-One
Enables automatic HTTP requests (GET, POST, PUT, DELETE, etc.) with JSON valida…
B 70 55 84 61 53 81 61
7599
Datai-Network
Datai MCP Server Claim 1
Enables AI agents to retrieve real-time data on wallet DeFi positions, token ba…
B 70 55 80 100 27 82 41
7600
Erodenn
fetch-guard Claim
URL fetcher and HTML-to-markdown converter with three-layer prompt injection de…
B 70 55 72 40 N/A 66 83 91
Showing 7551–7600 of 58295 servers
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