MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29507
Scored
2112
Verified
16952
Complete

Last updated 2 hours, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44701
getgapup
100+ MCP tools for AI agents: content metadata, trade intelligence, business-ex…
44702
fritzprix
An immersive Role-Playing Game server built on the Model Context Protocol for i…
N/A N/A
44703
chiaha-ai
Run Plant Builder production-plant simulations with tunable knobs for goals, ra…
44704
clauxel
Remote MCP for Copilot CLI switch gate MCP, structured receipts, audit logs, an…
44705
jelle
The Cirra AI MCP server provides comprehensive Salesforce administration and da…
81
44706 N/A N/A 95
44707
CSOAI-ORG
hash-utils-ai-mcp MCP server by MEOK AI Labs
N/A N/A
44708
matetools
mcp-server Claim
35 utility tools for AI agents — mate.tools API. Hash, regex, SEO, random, DNS,…
N/A N/A
44709
Natural language interface designed for agentic applications to manage and sear…
N/A N/A 81
44710
chrisbusbin-pixel
applianceiq Claim
Home appliance MCP: CPSC recall lookup, lifespan, maintenance, repair-or-replac…
N/A N/A
44711
CSOAI-ORG
music-production-ai-mcp MCP server by MEOK AI Labs
N/A N/A
44712
rahilp
One memory layer, every AI tool. Store anything once — recall it in Claude, Cha…
N/A N/A
44713
bbssppllvv
Search and retrieve information from Apple's complete developer documentation, …
44714
yifanyifan897645
git-summary Claim
Git repo intelligence: summaries, blame, changelogs, branch health, and history…
N/A N/A 95
44715
AI-Scarlett
Enables read-only interaction with App Store Connect via MCP tools, including l…
N/A N/A
44716
sutarrohit
Backend service that enables users to connect with Binance exchange for viewing…
N/A N/A 95
44717
sandriaas
Analyze Google Search Console performance with rich dimensions, advanced filter…
N/A N/A 95
44718
fssou
camunda-mcp Claim
MCP server for modeling Camunda 7 BPMN diagrams programmatically, including ele…
N/A N/A
44719
murilojrpereira
A generic MCP (Model Context Protocol) server that bridges any GraphQL API to C…
44720
balloonf
An advanced SSH session manager that allows Claude to establish and manage mult…
81
44721
AiAgentKarl
MCP Server for AI agent identity and authorization. Create, verify, and manage …
N/A N/A
44722
IndianAppGuy
Generate professional PowerPoint presentations from text, YouTube videos, or st…
N/A N/A 95
44723
WRG-11
Sigma detection rule writing, validation, and conversion (Splunk/Elastic/Kibana…
44724
dhruvshekhawat504-eng
Enables lead management and permission set operations on Salesforce through the…
44725
sinmb79
GongMun Doctor MCP Claim
Enables secure local proofreading of Korean official documents (.hwpx/.hwp) usi…
N/A N/A 95
44726
srishtivverma
idontcare Claim
N/A N/A 95
44727
bitatlas-group
BitAtlas Claim
Zero-knowledge encrypted cloud storage for AI agents with client-side AES-256-G…
N/A N/A 83
44728
bch1212
queryshield Claim
Secure SQL proxy for AI agents — NL→SQL, AST safety, per-agent RLS, audit log.
N/A N/A
44729
Rhodium11
MCP server for Rhodium11 that exposes 19 tools for managing projects, schedules…
44730
globau
Model Context Protocol server for Firefox DevTools - enables AI assistants to i…
N/A N/A 95
44731
philglazer
Enables searching and discovering machine learning papers, state-of-the-art ben…
81
44732
sdebruyn
CLI and MCP server for administering Microsoft Fabric Data Warehouses and SQL A…
44733
Blakeem
Orchestrates AI agents through structured markdown documents, enabling multi-ag…
N/A N/A
44734
EgorKurito
MCP server for Apple Calendar via native EventKit API with proper recurring eve…
N/A N/A
44735
neoai-agent
newrelic-mcp Claim
A command-line tool for monitoring and analyzing New Relic application metrics …
44736
honeylabshq
Honeypot threat intelligence for AI agents: 90 days of probe data from a sensor…
44737
joepangallo
agent-pay Claim
Payment gateway for AI agents. Discover, provision, and pay for tool APIs.
N/A N/A 95
44738
verifiedhumancert
Enables querying the Verified Human Cert registry to verify human-made music ce…
44739
dalebrubaker
MCP server for searching code via SourceGraph's GraphQL API, enabling fast symb…
44740
opencolin
An MCP server enabling AI agents to interact with the 0G blockchain, including …
44741
iduryodhanrao
Provides tools to read PDFs, extract images, convert between PDF and DOCX, crea…
N/A N/A
44742
indoor
everguide Claim 1
MCP server for accessible indoor navigation and building management. Query buil…
81
44743
hello-3ubk
Extract specified key-values and all recognizable structured data from .pdf usi…
81
44744
valtirman
NDASentry Claim
Anonymous NDA risk analysis exposed as MCP tools. Designed for AI agents to rev…
44745
alittleyellowkevin
A Model Context Protocol server that enables agents to execute SQL queries agai…
N/A N/A 95
44746
freightutils
16 free freight tools for AI agents — LDM/CBM/chargeable weight calculators (ro…
81
44747
Syncline MCP Server (Go) - Fast, standalone binaries for AI-powered meeting sch…
N/A N/A 69
44748
wyre-technology
An MCP server for Datto BCDR (Business Continuity and Disaster Recovery), enabl…
44749
theanshsonkar
Enables AI coding tools to query your live codebase for routes, import graph, d…
N/A N/A
44750
janbruinier
MCP server for accessing CBS (Statistics Netherlands) open data. Search dataset…
N/A N/A 95
Showing 44701–44750 of 45235 servers
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