MCP Server Quality Scores

Independent quality analysis of 43365 public MCP servers

43365
Discovered
29451
Scored
2111
Verified
16952
Complete

Last updated 2 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39051
paullippert
A comprehensive Model Context Protocol server for PocketBase that provides both…
N/A N/A 95
39052
questsystems-ai
fal-mcp Claim
Image generation for Claude using every model on fal.ai, inline in conversation…
39053
cloudflare
Browser rendering service. Fetch web pages, convert to markdown, and capture sc…
81
39054
narumiruna
coindesk-mcp Claim
The MCP server that can read recent news from Coindesk.
81
39055
thanksio
Send letters, postcards, notecards, and gift cards via postal mail.
N/A N/A 95
39056
axel-belfort
Hyperliquid vault analytics API for AI agents. Performance data for all Hyperli…
N/A N/A 95
39057
raylow-x
mcpsmith Claim
deposit pour un test n8n
N/A N/A 95
39058
RobertBergman
Enables AI assistants to query and monitor wireless clients in Cisco Catalyst C…
81
39059
marckwei
A Model Context Protocol server that provides tools for interacting with Yahoo …
81
39060
CSOAI-ORG
ip-network-ai-mcp MCP server by MEOK AI Labs
N/A N/A
39061
parthmodi152
todoist-ai Claim
N/A N/A 95
39062
sociologic
SocioLogic Claim
Conduct market research using synthetic personas and automated campaigns. Simul…
81
39063
ValentinOtt
test Claim
N/A N/A 95
39064
ThinkneoAI
Enterprise AI governance layer for spend tracking, runtime guardrails, policy e…
81
39065
yolo-maxi
Search and book real flights with USDC on Base. 500+ airlines, crypto-native pa…
N/A N/A 95
39066
callstackincubator
agent-device Claim
Let AI agents inspect, control, and debug real iOS, Android, desktop, and TV ap…
N/A N/A
39067
alexander-kastil
smithery Claim
N/A N/A 95
39068
compute-finance
Live AI compute pricing oracle — real-time LLM model prices across providers
N/A N/A
39069
jocarrd
aemet-mcp Claim
MCP server for AEMET — Spain's weather agency. Forecasts, CAP warnings, station…
N/A N/A
39070
rcdelacruz
Enables hybrid web search and intelligent content extraction, combining semanti…
N/A N/A 95
39071
cloudflare
AI Gateway management. Search logs, inspect prompts and responses, and monitor …
81
39072
srotzin
MCP server bridging holepunchto/keet-identity-key to the Hive agentic identity …
39073
joepangallo
Track AI agent fleet performance, costs, anomalies, and trends.
N/A N/A 95
39074
luccakazan
A template for deploying authentication-free MCP servers on Cloudflare Workers …
81
39075
bobwares
A deployable server that implements the Model Context Protocol (MCP) on Cloudfl…
81
39076
adzuna
A Model Context Protocol (MCP) server that provides AI assistants with access t…
N/A N/A 95
39077
olscode
GIM-MCP Claim
An educational interaction management system that uses MCP and Ollama to create…
N/A N/A 95
39078 N/A N/A 95
39079
paulieb89
Once connected, your AI agent can: Check any UK company — directors, sharehold…
39080
mishanefedov
AgentWatch Claim
A terminal live-tail and a browser dashboard — one process, one event stream, s…
N/A N/A
39081
Marckello
Enables AI assistants to interact with WooCommerce stores through 37 specialize…
81
39082
wilderfield
plaid-mcp Claim
A persistent MCP server that securely manages Plaid bank connections, allowing …
39083
galacean
Engine-MCP Claim
A code understanding and generation system designed for Galacean Engine that he…
N/A N/A 95
39084
ftaxats
Provide seamless access to SalesHandy API features including user profiles, cam…
N/A N/A 95
39085
choreoatlas
Detect when AI code changes exceed declared task scope (MCP server).
N/A N/A
39086
CSOAI-ORG
consciousness-engine-mcp MCP server by MEOK AI Labs
N/A N/A
39087
cuongpo
neo-defi-mcp Claim
Swap tokens on the NEO blockchain with slippage and deadline controls. View bal…
N/A N/A 95
39088
Dev-Herni
Gives AI agents real-time access to system metrics, process management, and con…
N/A N/A
39089
pawanpanpan
server_ Claim
N/A N/A 95
39090
cloonix
Enables AI assistants to fetch and process YouTube video transcripts in multipl…
81
39091
somacoffeekyoto
imgx Claim
AI image generation and editing MCP server. Gemini + OpenAI, iterative editing,…
N/A N/A 75
39092
Aman-Amith-Shastry
Create and manage tensors to perform linear algebra, matrix decompositions, and…
N/A N/A 95
39093
makimoto
Chess MCP Claim 1
A Model Context Protocol server that enables LLM agents and humans to play ches…
N/A N/A 95
39094
ebenova
fieldops-mcp Claim
N/A N/A 95
39095
morebetterclaw
forge-swap Claim
FORGE Swap — cross-chain swaps via THORChain. Quote and execute BTC, ETH, RUNE,…
N/A N/A 90
39096
runpod
RunPod Claim
Manage your RunPod cloud resources directly through an MCP-compatible client. C…
N/A N/A 95
39097
hith3sh
ClawLink Claim
MCP server connecting AI agents to 100+ apps (Gmail, Slack, Notion, GitHub) via…
39098
bch1212
pubrecords Claim
US public-records intelligence for AI agents — companies, SEC, courts, spending…
39099
kablewy
An MCP server for financial analysis that provides real-time and historical sto…
39100
FortripEngineering
Enables LLMs to search and book flights across 300+ airlines, manage travel ord…
81
Showing 39051–39100 of 43365 servers
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