MCP Server Quality Scores

Independent quality analysis of 43459 public MCP servers

43459
Discovered
29461
Scored
2111
Verified
16952
Complete

Last updated 2 hours, 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41701
sally-labs
sally-ai-mcp Claim
Chat with Sally about metabolic health and pay per interaction using x402 with …
N/A N/A 95
41702
RubenGlez
devicecloud Claim
MCP server for DeviceCloud — query Maestro test uploads, results, analytics, an…
N/A N/A
41703
IndianAppGuy
Generate professional PowerPoint presentations from text, YouTube videos, or st…
N/A N/A 95
41704
xiaobenyang-com
oecd-search Claim
Discover OECD datasets and indicators, and browse categories across economy, he…
N/A N/A 95
41705
balloonf
An advanced SSH session manager that allows Claude to establish and manage mult…
81
41706
myaitoken
myai-mcp Claim
Decentralized AI inference on Base: OpenAI-compatible chat via community GPUs, …
N/A N/A
41707
murilojrpereira
A generic MCP (Model Context Protocol) server that bridges any GraphQL API to C…
41708
OumyL
MCP Trader Claim
Enables advanced technical and fundamental analysis of financial markets includ…
81
41709
sandriaas
Analyze Google Search Console performance with rich dimensions, advanced filter…
N/A N/A 95
41710
MRajibH
Enables interacting with a Redmine instance via REST API, allowing issues, proj…
41711
sutarrohit
Backend service that enables users to connect with Binance exchange for viewing…
N/A N/A 95
41712
the-data-gateway-initiative
Exposes India's open government data (data.gov.in) APIs via the Model Context P…
41713
bbssppllvv
Search and retrieve information from Apple's complete developer documentation, …
41714
axel-belfort
PII (Personally Identifiable Information) detection API for AI agents. Scan any…
N/A N/A 95
41715
artofthepossible
This server provides guidance and recommendations based on AWS's Well-Architect…
N/A N/A 95
41716
rahilp
One memory layer, every AI tool. Store anything once — recall it in Claude, Cha…
N/A N/A
41717
godson
godson_1231 Claim
N/A N/A 95
41718
ptbsare
Enables LLMs to read, send, and manage emails via POP3 and SMTP with TLS suppor…
41719
cpretzinger
Connects Claude Desktop to GoHighLevel CRM with 269+ tools for complete contact…
81
41720
ayatec
Provides unified access to multiple AI providers through Vercel AI Gateway, ena…
N/A N/A
41721
ezark-consulting
Adversarial AI review API — independent quality gating for AI agent outputs. Pr…
N/A N/A 95
41722
vohongtho
Provides LLMs with code intelligence tools like relationship explanation, PR im…
N/A N/A
41723
chrisbusbin-pixel
applianceiq Claim
Home appliance MCP: CPSC recall lookup, lifespan, maintenance, repair-or-replac…
N/A N/A
41724
adityaidev
Connects AI assistants to Twitter/X using cookie-based authentication to read t…
81
41725
deep-ai-kr
dev-mcp Claim
Browse directories and read files within a safe, configurable root. Pull accura…
N/A N/A 95
41726
RPER2001
rigshare Claim
Rent GPUs, robots, drones, and construction gear on RIGShare; also onboards equ…
N/A N/A 83
41727
arthurpanhku
Arthor-Agent Claim
...
81
41728
padmapriyavj
Fetches RSS feeds from tech blogs and news sites and returns AI-generated summa…
41729
zjl13031
prection Claim
预测运势能力mcp
N/A N/A 95
41730
neupaneprashant
Integrates Yahoo Finance data with Claude to provide real-time and historical f…
81
41731
lazymac2x
Cloudflare Workers MCP server: email-validator
41732
joshuaogabriel
Australian advertising & marketing compliance for AI assistants. Scan websites,…
81
41733
bogdan9095
open-brain Claim
Graph-structured MCP memory server. 37.2% on LongMemEval baseline — a benchmark…
N/A N/A 95
41734
jolfr
A Model Context Protocol server that provides Commitizen functionality, enablin…
N/A N/A 95
41735
matetools
mcp-server Claim
35 utility tools for AI agents — mate.tools API. Hash, regex, SEO, random, DNS,…
N/A N/A
41736
RenanMiqueloti
A general-purpose MCP server with utility tools including datetime information,…
N/A N/A
41737
caddy-mcp Claim 2
MCP server for managing Caddy web servers via the admin API
N/A N/A 81
41738
aria-agentworks
12-in-1 sales intelligence MCP server — company research, lead enrichment, cont…
81
41739
DeepMapAI
Provides 25 geophysical intelligence tools for multi-hazard risk scoring, earth…
41740
ProntoHQ
mcp-pronto Claim
B2B sales intelligence: find companies, extract leads, enrich contacts with ema…
41741
wearesage
A collection of tools that enable AI assistants to interact with Apple applicat…
N/A N/A 95
41742
hrandhawa02
squad_up Claim
Create events, add invitees, manage potlucks and carpools via natural language.
N/A N/A 95
41743
Sushegaad
iso27001-mcp Claim
ISO 27001 compliance workspace for Claude. Risks, policies, SoA, evidence, and …
N/A N/A
41744
chenlinyang
A Model Context Protocol server that provides secure access to MySQL databases …
41745
getgapup
100+ MCP tools for AI agents: content metadata, trade intelligence, business-ex…
41746
smartschool-mcp Claim 1
Access Smartschool courses, grades, assignments, and messages through the Model…
N/A N/A 81
41747
mamertofabian
Exposes MAID Runner validation tools (validate, snapshot, test) as MCP tools, r…
N/A N/A
41748
pumanitro
x402-paid MCP server on Base L2 — LangGraph/CrewAI/Eliza/A2A agent-discovery + …
N/A N/A 95
41749
su-record
An all-in-one development toolkit that integrates 10 popular MCPs with comprehe…
N/A N/A 95
41750
cyanheads
Search USGS and EMSC seismic data — real-time feeds, event queries, and earthqu…
Showing 41701–41750 of 43459 servers
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