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
◉ Complete Scores
5401
katlis
Analyzes webpage screenshots to extract precise layout information by locating …
B 73 55 78 91 N/A 40 95 44
5402
romiluz13
Provides persistent memory and semantic code understanding for AI assistants us…
B 73 55 78 56 57 81 91
5403
github-samples
A turn-based games app built with Next.js and TypeScript that features Tic-Tac-…
B 73 54 96 20 N/A 63 95 91
5404
huajibing
CHGIS MCP Server Claim
Enables querying of China Historical Geographic Information System (CHGIS) data…
B 73 55 80 68 26 81 98
5405
nickjlucker
greynoise Claim 1
MCP server for GreyNoise API - Check if IPs are internet background noise or ta…
B 73 55 63 100 N/A 66 83 48
5406
danieliser
Enables AI assistants to manage FluentBoards project management through WordPre…
B 73 55 60 100 28 76 90
5407
LLMTooling
Enables LLMs to send messages and rich embeds to Discord via webhooks, supporti…
B 73 55 80 53 51 81 94
5408
ampcome-mcps
Time MCP Server Claim 1
Gives large language models time awareness capabilities through various time-re…
B 73 55 78 75 N/A 40 95 63
5409
kohasummons
ChainGPT MCP Claim
Enables AI agents to access crypto-related information including latest news, p…
B 73 55 66 70 58 81 89
5410
swiftcomza
Feedbucket MCP Server Claim 1
Enables AI assistants to manage website feedback from Feedbucket, including lis…
B 73 55 78 73 26 80 94
5411
ybouhjira
MCP server plugin for Claude Code that converts text to speech using OpenAI's T…
B 73 55 78 48 57 82 100
5412
PedroDnT
A Model Context Protocol server that enables Claude to perform advanced web res…
B 73 55 81 58 40 80 98
5413
PhilippMT
Facilitates software development planning through interactive sessions that bre…
B 73 55 86 83 N/A 41 95 47
5414
amurshak
Provide comprehensive and unified access to U.S. congressional legislative data…
B 73 54 84 48 N/A 55 90 86
5415
stephenpeters
Conclave MCP Claim
Provides access to multiple frontier LLM models (GPT, Claude, Gemini, Grok, Dee…
B 73 55 66 82 42 81 87
5416
NocturnLabs
A personal knowledge MCP server with vector database for the Opencode ecosystem…
B 73 54 70 61 N/A 35 90 100
5417
marcelofmatos
Docker MCP Server Claim 1
Enables AI assistants like Claude to manage Docker containers, images, and Dock…
B 73 55 60 100 41 81 75
5418
joshhmann
OSRS MCP Server Claim
This server enables interaction with the Old School RuneScape (OSRS) Wiki API a…
B 73 54 66 65 N/A 53 90 90
5419
5ajaki
MCP Etherscan Server Claim 2
Provides Ethereum blockchain data tools via Etherscan's API, enabling users to …
B 73 55 78 62 37 82 100
5420
JoshuaRileyDev
Supabase MCP Server Claim 2
A Model Context Protocol (MCP) server that provides programmatic access to the …
B 73 55 80 70 23 78 99
5421
planetscale
mcp Claim
The PlanetScale CLI includes an MCP server that provides AI tools direct access…
B 73 55 74 40 N/A 82 82 96
5422
ali-kamali
An MCP server that transforms codebases into intelligent, queryable knowledge b…
B 73 54 84 41 54 89 93
5423
amol21p
interactive-terminal Claim 1
MCP server for real interactive terminal sessions — REPLs, SSH, databases, Dock…
B 73 55 51 100 N/A 57 78 76
5424
ConechoAI
This is a Python-based MCP server that provides OpenAI `web_search` built-in to…
B 73 55 72 66 54 78 91
5425
rubinsh
An MCP server that enables Claude to access Windows screenshots from WSL2, allo…
B 73 54 75 53 N/A 51 90 93
5426
duhlink
A server that allows fetching Instagram posts using Chrome's existing login ses…
B 73 54 84 61 N/A 20 95 89
5427
JCF0
CG Alpha MCP Claim
Enables crypto market analysis by combining Elfa's sentiment data and trending …
B 73 55 90 68 22 81 90
5428
talknerdytome-labs
This MCP server searches Google's public ads database and uses AI to analyze ad…
B 73 55 72 71 37 81 94
5429
Wayazi
A server implementing the Model Context Protocol that provides filesystem opera…
B 73 54 54 62 N/A 75 84 99
5430
aitersmam888
Enables automated generation of FreeRTOS embedded projects for chips like BK725…
B 73 54 90 51 N/A 39 95 78
5431
weero-finance
KaiaFun MCP Claim 1
An MCP server that enables token listing, trading, and interaction with the Kai…
B 73 55 75 62 55 77 95
5432
haasonsaas
MCP Utility Tools Claim 1
A collection of tools that enhance MCP-based workflows with caching, retry logi…
B 73 55 90 65 N/A 71 95 39
5433
mikeysrecipes
Maigret MCP Server Claim
Enables OSINT research by searching usernames across hundreds of social network…
B 73 54 78 55 N/A 42 95 86
5434
markswendsen-code
MCP server for Chipotle — let AI agents find locations, browse menus, build cus…
B 73 54 75 62 N/A 32 89 100
5435
winninghealth
Provides access to 56 professional medical calculators covering multiple specia…
B 73 54 74 58 N/A 43 94 92
5436
Whitemarmot
postbolt Claim
Publish to 13+ social media platforms from any AI agent via MCP.
B 73 54 60 70 N/A 55 80 98
5437
madbonez
caldav-mcp Claim
Universal MCP server for CalDAV protocol integration. Works with any CalDAV-com…
B 73 55 84 67 23 80 98
5438
OTA-Tech-AI
🌐Web Agent Protocol (WAP) - Record and replay user interactions in the browser …
B 73 54 96 30 N/A 56 95 82
5439
plaintest
MCP Connect Claim 1
Enables AI assistants to control iOS Simulators and automate browsers by combin…
B 73 54 78 56 N/A 42 88 95
5440
uniquename
BVG MCP Server Claim 1
An MCP server for interacting with the Berlin Public Transport (BVG) API to sea…
B 73 55 73 65 50 81 92
5441
lucasliet
An MCP server that retrieves current GitHub Copilot usage data, including quota…
B 73 55 69 70 53 80 91
5442
CamdenClark
jira-mcp Claim 1
Provides capabilities for searching Jira issues using JQL and retrieving detail…
B 73 55 78 66 41 81 91
5443
natashanajdovski
A professional-grade MCP server that enables AI assistants to monitor web servi…
B 73 55 94 83 49 81 44
5444
dexoryn
Enables AI assistants to interact with the Pump.fun platform on Solana for crea…
B 73 54 72 60 N/A 28 95 100
5445
IngeniousIdiocy
A local MCP server that enables users to query the CFPB Consumer Complaint Data…
B 73 54 72 61 N/A 37 95 91
5446
marie6789040106650
Chrome MCP Server Claim
Transforms Chrome browser into an AI-controlled automation tool that allows AI …
B 73 54 94 33 N/A 47 95 89
5447
PraveerT
Provides system monitoring and management capabilities for Claude CLI, allowing…
B 73 54 84 56 N/A 16 95 99
5448
j4c0bs
MCP server that provides SQL analysis, linting, and dialect conversion using [S…
B 73 54 56 70 N/A 50 94 96
5449
Norcim133
MSFT-Mail+Calendar
B 73 54 90 37 N/A 45 91 97
5450
E-Conners-Lab
network-mcp Claim 1
Provides AI assistants with direct access to multi-vendor network devices for t…
B 73 55 88 41 53 80 98
Showing 5401–5450 of 67197 servers
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