MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42701
ptbsare
MCP server for cloud storage operations enabling browsing, file transfer, offli…
42702
Delego-Dev
delego Claim
Intent-bound action authorization for AI agents: policy, human approval, and a …
N/A N/A
42703
doublegate
Enables AI assistants to execute 463 CyberChef data manipulation operations—inc…
42704
Fuglys
Enables real-time data streaming through Server-Sent Events with timestamp broa…
81
42705
brenoperucchi
A durable MCP-native job relay that enables agents to dispatch work to each oth…
N/A N/A
42706
daunload
A TypeScript-based MCP server that provides weather information through resourc…
N/A N/A 95
42707
hollaugo
Analyze stocks with concise summaries, recent SEC filings, analyst targets, and…
N/A N/A 95
42708
Raindancer118
Integrates Google Gemini's capabilities—including search-grounding, image/video…
42709
madaoQ
Enables web scraping, browser automation, and dataset management through Apify'…
42710
Bov27
A Model Context Protocol (MCP) server that enables AI assistants like Claude to…
N/A N/A
42711
marshm3ll0Ic3
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
42712
henrikogaard
A local-first MCP server for tracking beer releases on Vinmonopolet, enabling u…
N/A N/A
42713
devinxiong97
Enables MCP-compatible AI assistants to interact with a user's Google Drive, in…
42714
lnkify
lnkify Claim
MCP server that enables AI agents to manage Lnkify links, domains, API keys, an…
N/A N/A
42715
Pikaivan
ConvRadar Claim
GA4 conversion analyst inside Claude — funnel drops, traffic anomalies, device …
42716
Vrealmatic
Read-only MCP server that gives AI clients access to Google Search Console data…
42717
Srishesh-Archik
dyer-md Claim
Access your dyer.md Markdown vault as a knowledge source for AI agents.
N/A N/A 95
42718
drewsonne
An MCP server that integrates Ruff linting, formatting, and code analysis tools…
N/A N/A
42719
ViktorMotor
Enables AI assistants to control the Comet browser via Chrome DevTools Protocol…
N/A N/A
42720
DeepAgentLabs
Unified MCP server for AgenticLens and Agentic Chaos capabilities.
N/A N/A
42721
sinagilassi
PyMemSim-MCP Claim
Exposes membrane simulation capabilities through an MCP server, enabling gas ho…
42722
Sbharadwaj05
AI-powered MCP server that enables security analysts to query Wazuh SIEM/XDR fo…
42723
CohenD
A Model Context Protocol server providing free financial market data across 13 …
42724
topoftheblock
This server enables AI models to access the Städel Museum's digital collection …
42725
mcp Claim 1
Read-only Mafdet AI account tools (models, balance, usage, subscription) and do…
N/A N/A 69
42726
microqueryhq
MCP server to ask research questions about real-world datasets and get actual d…
42727
forgemeshlabs
Free travel utilities plus live x402 travel intelligence: $0.01 Travel Pulse di…
42728
awslabs
Enables AI agents to assess AWS environments against the AWS Security Reference…
42729
SamtheIII
Manages Xray test cases, executions, and reports through natural language comma…
42730
selfagency
Enables AI agents to interact with TeamDynamix ITSM operations including ticket…
42731
moyohussein
Enables AI models to interact with YouTube content through 18 MCP tools for vid…
42732
devkievskiy
A Model Context Protocol (MCP) server that gives Claude a persistent personal n…
N/A N/A
42733
tashfeenahmed
Enables AI assistants to search campaigns, view agent profiles, and build fundi…
N/A N/A
42734
sjgant80-hub
Exposes foldkit's 7-prime spine, κ-bands, and fold operations as MCP tools and …
N/A N/A
42735
Remote MCP server bridging Motion to Claude
N/A N/A 81
42736
MatheusLarcher
MCP server for managing WhatsApp instances and sending messages through Evoluti…
42737
JonasKeil
Provides up-to-date AI model names and pricing from models.dev, solving model h…
42738
yuaotian
sanshu Claim
An AI-assisted programming enhancement system that integrates decision-making, …
N/A N/A
42739
mindm1ner
This MCP server assists teachers experiencing educational activity infringement…
42740
caselegis
Enables searching, retrieving, and checking citation status of California legal…
42741
pipeworx-io
mcp-nyt Claim
Wraps The New York Times Developer APIs, enabling natural language querying of …
42742
csitte
mailwarden Claim
A native Gmail MCP server providing full mailbox control via the live Gmail API…
42743
pipeworx-io
MCP server for accessing Strasbourg Open Data (data.strasbourg.eu). Allows sear…
42744
srotzin
MCP server for Hive Origin that stamps work hashes with dual-signed post-quantu…
42745
domwoe
An MCP server for interacting with Kanton Luzern tax declarations on eSteuern.L…
42746
Golden0Voyager
A lightweight Garmin Model Context Protocol server with 12 curated endpoints fo…
N/A N/A 95
42747
h13t0ry
A remote MCP server deployed on Cloudflare Workers with OAuth, enabling tools l…
42748
hoon1983
A Model Context Protocol server for space weather and geomagnetic conditions, e…
42749
plone
Enables content management, search, workflow operations, and Volto blocks manag…
81
42750
scotthelm
Enables AI assistants to access Wikipedia content, search articles, retrieve hi…
Showing 42701–42750 of 67197 servers
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