MCP Server Quality Scores

Independent quality analysis of 64636 public MCP servers

64636
Discovered
30646
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36501
kyryl-opens-ml
mcp-lance-db Claim
Enables storing and retrieving semantic memories using LanceDB vector database,…
N/A N/A
36502
junter1989k-ai
Peru CPE invoices for AI agents - issue, query, void facturas/boletas via SUNAT…
36503
pelaris
Pelaris Claim
AI fitness coaching through any MCP-compatible AI assistant. 21 tools for perso…
81
36504
Treevu-ai
Commerce for AI agents. 24 MCP tools. 68 retailers (38 verified), 8 countries, …
N/A N/A
36505
ryuto-alt
Enables AI agents to control the DX12 Engine editor for game development, inclu…
N/A N/A
36506
hesscl
Provides access to the U.S. Census Bureau Geocoding Services API, enabling geoc…
N/A N/A
36507
shivyadavus
Open Kioku Claim
Open Kioku is the local-first code intelligence and evidence layer for AI codin…
N/A N/A
36508
LCV-Ideas-Software
A local MCP reasoning gate that enables structured engineering thought through …
N/A N/A
36509
xiaobenyang-com
Transform and analyze text in one place. Convert case, trim whitespace, reverse…
N/A N/A 95
36510
SNYCFIRE-CORE
Connects any MCP-compatible AI client to Letta.ai's stateful agents for agent c…
36511
naotochan
MCP server for controlling PolyNodes spatial sonic synthesis via OSC, allowing …
N/A N/A
36512
soil-dev
capsulemcp Claim
MCP server for [Capsule CRM](https://capsulecrm.com). 81 tools (49 in read-only…
36513
zstackio
Enables AI to dynamically search, describe, and execute 2000+ ZStack Cloud APIs…
36514
pickstar-2002
Enables comprehensive video file analysis including extracting metadata, stream…
N/A N/A 95
36515
raghavharness
Persistent SSH sessions for AI assistants, enabling long-running remote shell c…
N/A N/A
36516
artuntan
SkillHub MCP Claim
Enables AI assistants to search, discover, and get recommendations from 20,000+…
N/A N/A
36517
CruGlobal
Enables AI clients to manage Flightdeck projects, work items, cycles, modules, …
36518
llmops-pro
paywall-mcp Claim
Generic Lightning-paywall sidecar that wraps any stdio MCP server and requires …
N/A N/A
36519
deepresearch329-debug
Enables deep web research and report generation through an MCP interface, provi…
36520
angrysky56
Provides Prolog logic programming integration for Claude via a Docker SWISH con…
N/A N/A
36521
MiguelsPizza
WebMCP Claim
Enables websites to expose JavaScript functions as MCP tools, allowing AI agent…
N/A N/A
36522
farukkolip
xtapdown-mcp Claim
X (Twitter) creator toolkit MCP with 14 tools: tweet download (video/GIF/image/…
36523
TrackingTime
Connects AI assistants to TrackingTime for querying time entries, projects, tas…
36524
djcorbett96
Enables fetching and analyzing Zendesk support tickets and Help Center articles…
36525
Blockchainpreneur
Extract structured action items from meeting transcripts and notes using the ac…
36526
geraservicesuk
mcp-gerasure Claim
Microinsurance: get quotes, buy policies, file claims, manage coverage. 50+ cou…
N/A N/A 95
36527
Georges999
MeshLab-mcp Claim
MCP bridge for MeshLab enabling mesh operations via HTTP and TCP backends using…
N/A N/A
36528
Potato-29
A simple note-taking MCP server that allows adding notes and summarizing them v…
N/A N/A
36529
imikailoby
Comics MCP Claim
Model Context Protocol server for comic data sources with plugin architecture, …
36530
telkomdev
MCP server enabling AI assistants to understand GitLab repositories through on-…
36531
TiGRoNdev
MCP server for integrating with Rodin Gen-2 API to generate 3D models from text…
N/A N/A
36532
mcpflow
MCP server for managing Netlify sites, enabling operations such as creating sit…
36533
crogers2287
npm-mcp Claim
Enables AI assistants to manage Nginx Proxy Manager, including proxy hosts, SSL…
N/A N/A
36534
mamorett
Enables querying and analyzing Oracle Cloud Infrastructure Load Balancer custom…
36535
Chandukasireddy
system-mcp Claim
Exposes system telemetry tools to retrieve CPU, memory, disk, battery, network,…
N/A N/A
36536
tsunamayo7
helix-pilot Claim
GUI automation MCP server that enables AI agents to see and control the Windows…
N/A N/A
36537
matthieurosset
MCP server for managing a media server stack (Plex, Radarr, Overseerr, Bazarr, …
36538
tjwodud04
mcp-tour Claim
Integrates the Korea Tourism Organization's API to provide tourist spot recomme…
36539
jeremie-lesage
Enables to manage Zimbra emails, tags, calendar, and contacts through natural l…
36540
Morten36
Provides programmatic access to Microsoft Outlook mailboxes, enabling AI assist…
N/A N/A
36541
GalaxyXieyu
A production-ready MCP server that provides AI-powered image generation through…
N/A N/A
36542
wisrovi
Enables AI agents to connect to the NeuralForgeAI cluster for inspecting and co…
36543
fujioka0729
meta-ads-mcp Claim
MCP server to manage Meta Ads (Facebook/Instagram) campaigns, ad sets, insights…
36544
ArcadeAI
MCP server for generating consistent UTM-tagged links based on an authoritative…
36545
yooitsgreg
sleeper-mcp Claim
Provides read-only access to the Sleeper Fantasy Sports API for league info, ro…
36546
leandrosflora
MCP server for orchestrating the consignado loan journey via WhatsApp agent, ce…
36547
nickknissen
MCP server that enables LLMs to interact with Monta's EV charging platform for …
36548
chadrik
MCP server for interacting with Autodesk Maya sessions, enabling multi-session …
N/A N/A
36549
xinyuzjj
An enhanced MCP server for interacting with the Godot game engine, enabling AI …
N/A N/A
36550
gnana997
DevEyes Claim
DevEyes is a Model Context Protocol (MCP) server that captures screenshots from…
N/A N/A
Showing 36501–36550 of 64636 servers
« Prev 1 729 730 731 732 733 1293 Next »