MCP Server Quality Scores

Independent quality analysis of 40750 public MCP servers

40750
Discovered
29239
Scored
2095
Verified
16951
Complete

Last updated 1 hour, 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38801
Deterministic AI liability attribution engine. Scores fault across AI supply-ch…
38802
Manage Caddy web servers from Claude Code, Cursor, and any MCP client with 18 t…
38803
pulumi
mcp-server Claim 1
MCP server for interacting with Pulumi using the Pulumi Automation API and Pulu…
N/A N/A 100
38804
OjasKord
AI reasoning checks any document against known international standards before y…
38805
Combines semantic search with AST-based code exploration for AI agents, enablin…
N/A N/A
38806
Cryo MCP Claim
Enables natural language querying of blockchain data, including blocks, transac…
38807
yufeizhou666
Enables log analysis, searching, counting, and system metrics retrieval (CPU, m…
N/A N/A
38808
VisionAIrySE
Pick the right LLM for any task. Ranked shortlist with rationale across 8 evalu…
38809
Olddun
MCP and x402 starter audit for legal AI agent revenue routes and payout verific…
38810
chenyujing1234-netizen
trueai Claim
Recommend and inspect AI SaaS apps from the TrueAI catalog (1,600+ apps) by nee…
38811
Asynchronous MCP server for unified multi-platform network infrastructure manag…
38812
MCP server for accessing iQiyi API to fetch new releases and trending videos.
38813
SafeFlo Claim
Local MCP server for Claude Code providing persistent memory, task planning, an…
N/A N/A
38814
Enables AI assistants to perform video and audio processing tasks such as forma…
N/A N/A
38815
A Model Context Protocol server for Google Calendar integration, enabling AI as…
38816
Enables to access SE Ranking SEO data through natural language queries, providi…
38817
apideck
Model Context Protocol server for the Apideck Unified API. Connect any MCP-comp…
81
38818
camiloluvino
Enables AI assistants to interact with Roam Research graphs through comprehensi…
81
38819
yesidevelop
MCP server providing business tools for customer support and account management…
N/A N/A
38820
mantrakp04
Local development bridge between TanStack Devtools and MCP-capable coding agent…
N/A N/A
38821
tulovec96
Enables AI agents to interact with and control Roblox Studio instances in real-…
N/A N/A 95
38822
Google Drive Claim 2
Google Drive integration with file operations, folder navigation, search, and s…
N/A N/A 61
38823
m1nd Claim
m1nd is a local MCP runtime that gives coding agents graph-native memory of a c…
N/A N/A
38824
A comprehensive MCP server that provides seamless access to Yahoo Finance stock…
38825
gomarble-ai
Bridges STDIO-based MCP clients with SSE-based MCP servers, allowing applicatio…
81
38826
fieldcure
essentials Claim
Essential MCP server: HTTP, web search, downloads, Wolfram|Alpha, shell, JS, fi…
N/A N/A
38827
omniologynow
AI-powered business intelligence MCP server. 7 tools for competitive analysis, …
N/A N/A 95
38828
antidumpalways
Enables Claude and ChatGPT to interact with AdEx AURA API for DeFi portfolio an…
81
38829
A generative AI agent that searches song lyrics across the web and returns resu…
38830
A simple MCP server for utilizing prompts defined in YAML files.
N/A N/A
38831 N/A N/A 95
38832
miguel-escribano
This MCP server is designed for **local deployment** with your own FIWARE infr…
N/A N/A 95
38833
Spacemandomains
Search and browse every MCP server in the Model Context Protocol registry.
38834
TheoGirardin
mcp-lbc Claim
Exposes Leboncoin classified ads to Claude, allowing search with filters and fu…
38835
robotlearning123
openai-mcp Claim
MCP server that bridges ChatGPT Plus/Pro to Claude Code, enabling chat, deep re…
N/A N/A
38836
MCP-Mirror
Enables querying financial data tables from Chinese financial websites (Tonghua…
N/A N/A 95
38837
Read-only Stripe finance, ops, and risk reporting exposed via MCP, HTTP API, an…
N/A N/A
38838
Provides web search capabilities to AI assistants using the Kagi search API, en…
38839
zerion-mcp Claim
MCP server that provides live crypto portfolio data, token info, gas prices, sw…
N/A N/A
38840
A high-performance MCP server that bridges AI agents with Java codebases, provi…
N/A N/A
38841
Facilitates retrieval and parsing of Chinese central government policies from g…
38842
unnimk75-web
Enables healthcare benefits management by providing member eligibility verifica…
81
38843
tempoclaims
server Claim
N/A N/A 95
38844
ai-mcp-garage
Enables retrieval and analysis of MyFitnessPal nutrition data including daily s…
81
38845
ejmcp
mcp-server Claim
N/A N/A 95
38846
raygisterinc
Read-only MCP server for Raygister, enabling AI assistants to browse constructi…
38847
The-Doxa-Way
Doxa MCP Claim
Doxa MCP: any question, grace + truth. Bible (BSB), apologetics, faith.tools 5/…
38848 N/A N/A 95
38849
fasterv410
logflare-mcp Claim
Enables querying and managing Logflare log sources, endpoints, and executing ad…
38850
Chaeyun06
Enables users to access Naver Maps API functionality including directions, plac…
N/A N/A 95
Showing 38801–38850 of 40750 servers
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