MCP Server Quality Scores

Independent quality analysis of 47403 public MCP servers

47403
Discovered
29595
Scored
2112
Verified
16952
Complete

Last updated 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7551
Scofieldkoh
Todoist MCP Claim
Enables LLMs to interact with Todoist task management platform through its API,…
B 70 55 60 61 49 81 100
7552
cbunting99
Provides comprehensive code analysis through three MCP servers: static analysis…
B 70 55 78 51 50 80 89
7553
solomonneas
wazuh-mcp Claim 1
An MCP server for the Wazuh SIEM/XDR platform that enables users to query agent…
B 70 55 57 62 53 83 95
7554
lekt9
Enables AI-powered analytics for OpenReplay user sessions through natural langu…
B 70 55 84 65 23 81 81
7555
tfscharff
Prevents citation hallucination by verifying academic citations against CrossRe…
B 70 55 78 100 27 81 48
7556
leonskenidy
Provide seamless access to Omi conversations and memories through a standardize…
B 70 54 66 70 N/A 24 87 91
7557
AlexHerranr
MCP Spreadsheets Claim 1
Provides comprehensive control over Google Sheets to read, write, format, and m…
B 70 55 84 55 27 82 91
7558
noeltg77
An MCP server that enables image generation using Replicate's Flux 1.1 Pro mode…
B 70 55 69 71 24 81 94
7559
kevin29a
Provides authenticated access to PostgreSQL databases for Claude AI, enabling u…
B 70 55 90 43 22 81 100
7560
fnf-deepHeading
Provides secure, read-only access to Snowflake databases through the Model Cont…
B 70 55 76 40 57 81 94
7561
TiagoTi
An MCP server specialized in managing and querying gym exercises through a cent…
B 70 55 69 66 34 80 95
7562
mdoel
OmniFocus MCP Server Claim 1
A Model Context Protocol server that integrates OmniFocus with Claude Desktop, …
B 70 54 57 57 N/A 39 95 100
7563
disler
Just Prompt Claim
A lightweight MCP server that provides a unified interface to various LLM provi…
B 70 55 78 91 31 81 54
7564
ryddle
Dynamically converts any API with an OpenAPI v3 specification into MCP tools fo…
B 70 55 96 63 24 80 70
7565
anhkhoa289
MCP Playground Claim 1
A demonstration MCP server supporting both Stdio and SSE transports, providing …
B 70 55 72 83 47 81 55
7566
abdqum
Manage Supabase projects end to end across database, auth, storage, and realtim…
B 70 54 86 41 N/A 29 95 88
7567
wallacetju
Stock Data MCP Server Claim 3
Provides comprehensive stock market data across US, Hong Kong, and Chinese mark…
B 70 55 84 91 28 82 44
7568
jagjerez-org
Enables AI-driven 3D model generation and manipulation using OpenSCAD through n…
B 70 54 66 56 N/A 33 90 98
7569
bobtista
Enables AI agents to interact with the Honeybadger error monitoring service to …
B 70 55 66 62 47 82 92
7570
lioensky
A server that allows AI agents to consult multiple large language models (like …
B 70 55 80 71 21 81 81
7571
lfdantoni
Provides AI assistants with access to personal best practice skills and coding …
B 70 55 80 52 29 81 97
7572
shaun888
Enables intelligent workflow automation for JD's FOP platform, supporting PRD a…
B 70 55 84 51 33 81 89
7573
rodrigoai
Enables creating and managing customer records via an external API with Bearer …
B 70 55 84 58 24 80 92
7574
FabrWill
GraphQL MCP Server Claim 1
A Model Context Protocol server for executing GraphQL queries, allowing AI mode…
B 70 55 57 70 43 81 95
7575
zsun4work
Fed Speech MCP Claim
Retrieves, parses, and analyzes speeches and testimonies from Federal Reserve o…
B 70 55 78 53 27 81 99
7576
0x4m4
hexstrike-ai Claim
HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, …
B 70 54 94 26 N/A 51 87 85
7577
LiamCioci
WordPress MCP Server Claim 2
Enables AI assistants to interact with WordPress sites through the REST API. Su…
B 70 55 84 60 34 76 88
7578
dimascior
Adds automation capabilities to Claude Desktop through MCP and enables Claude D…
B 70 54 96 38 N/A 27 83 91
7579
commontrace
Connects AI coding agents to a shared knowledge base by allowing them to search…
B 70 55 72 46 57 80 93
7580
Ankluna72
Provides advanced mathematical utilities including basic arithmetic, statistica…
B 70 55 72 55 43 83 92
7581
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
7582
entire-vc
evc-team-relay-mcp Claim
Give AI agents read/write access to your Obsidian vault via MCP
B 70 54 66 40 N/A 68 87 95
7583
warrenzhu25
Enables AI assistants to manage Google Cloud Dataproc clusters and jobs through…
B 70 55 78 37 55 81 97
7584
TheNewJavaman
claude-crowed Claim
A persistent semantic memory system for Claude Code that provides a structured,…
B 70 54 76 33 N/A 48 95 93
7585
stefanveliki
Vreme Temporal MCP Claim 1
Provides AI assistants with rich temporal intelligence including timezone conve…
B 70 55 78 53 42 82 89
7586
hannesj
mcp-graphql-schema Claim 1
A MCP server that exposes GraphQL schema information to LLMs like Claude. This …
B 70 54 53 58 N/A 50 92 100
7587
dahuangbaojian
Detects Chinese mobile phone number carriers (China Mobile, China Unicom, China…
B 70 54 72 38 N/A 39 95 100
7588
Nexus-Digital-Automations
Crawl4AI MCP Server Claim 1
A Model Context Protocol server that provides web scraping capabilities, enabli…
B 70 55 45 100 25 81 93
7589
prsantos-com
AirNow MCP Server Claim
A Model Context Protocol implementation that enables LLMs to access real-time, …
B 70 55 62 66 45 81 91
7590
thirdstrandstudio
An MCP (Model Context Protocol) server that chains calls to other MCP tools, re…
B 70 55 78 57 47 74 87
7591
nancheng582-jpg
Polymarket MCP Server Claim 1
Enables Claude to autonomously trade, analyze, and manage positions on Polymark…
B 70 55 84 40 49 81 94
7592
tensorus
Tensorus MCP Claim
Model Context Protocol server and client that enables AI agents and LLMs to int…
B 70 66 60 63 82 42 81 86
7593
phkus
Enables deployment of remote MCP servers on Cloudflare Workers without authenti…
B 70 55 72 71 34 80 81
7594
tatocode
MCP-Demo Claim
A minimal demonstration of an MCP service and client that integrates with the q…
B 70 55 72 55 39 81 99
7595
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
7596
deso-protocol
A comprehensive Model Context Protocol server that transforms Cursor's AI assis…
B 70 55 86 60 23 81 88
7597
radup
MCP Sigmund Claim
Enables AI assistants to analyze personal financial data from Open Banking sour…
B 70 55 66 67 47 81 87
7598
zalab-inc
Provides a tool for dynamic and reflective problem-solving by breaking complex …
B 70 54 78 55 N/A 20 95 88
7599
skyDuanXianBing
Enable AI assistants and applications to seamlessly interact with ArcGIS Online…
B 70 55 60 100 N/A 47 89 42
7600
CaptainCrouton89
A starter template for building Model Context Protocol servers that integrate w…
B 70 55 54 100 N/A 23 95 64
Showing 7551–7600 of 47403 servers
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