MCP Server Quality Scores

Independent quality analysis of 64636 public MCP servers

64636
Discovered
30671
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36251
hesscl
Provides access to the U.S. Census Bureau Geocoding Services API, enabling geoc…
N/A N/A
36252
shivyadavus
Open Kioku Claim
Open Kioku is the local-first code intelligence and evidence layer for AI codin…
N/A N/A
36253
LCV-Ideas-Software
A local MCP reasoning gate that enables structured engineering thought through …
N/A N/A
36254
xiaobenyang-com
Transform and analyze text in one place. Convert case, trim whitespace, reverse…
N/A N/A 95
36255
SNYCFIRE-CORE
Connects any MCP-compatible AI client to Letta.ai's stateful agents for agent c…
36256
naotochan
MCP server for controlling PolyNodes spatial sonic synthesis via OSC, allowing …
N/A N/A
36257
soil-dev
capsulemcp Claim
MCP server for [Capsule CRM](https://capsulecrm.com). 81 tools (49 in read-only…
36258
zstackio
Enables AI to dynamically search, describe, and execute 2000+ ZStack Cloud APIs…
36259
pickstar-2002
Enables comprehensive video file analysis including extracting metadata, stream…
N/A N/A 95
36260
raghavharness
Persistent SSH sessions for AI assistants, enabling long-running remote shell c…
N/A N/A
36261
artuntan
SkillHub MCP Claim
Enables AI assistants to search, discover, and get recommendations from 20,000+…
N/A N/A
36262
CruGlobal
Enables AI clients to manage Flightdeck projects, work items, cycles, modules, …
36263
llmops-pro
paywall-mcp Claim
Generic Lightning-paywall sidecar that wraps any stdio MCP server and requires …
N/A N/A
36264
deepresearch329-debug
Enables deep web research and report generation through an MCP interface, provi…
36265
angrysky56
Provides Prolog logic programming integration for Claude via a Docker SWISH con…
N/A N/A
36266
MiguelsPizza
WebMCP Claim
Enables websites to expose JavaScript functions as MCP tools, allowing AI agent…
N/A N/A
36267
farukkolip
xtapdown-mcp Claim
X (Twitter) creator toolkit MCP with 14 tools: tweet download (video/GIF/image/…
36268
TrackingTime
Connects AI assistants to TrackingTime for querying time entries, projects, tas…
36269
djcorbett96
Enables fetching and analyzing Zendesk support tickets and Help Center articles…
36270
Blockchainpreneur
Extract structured action items from meeting transcripts and notes using the ac…
36271
geraservicesuk
mcp-gerasure Claim
Microinsurance: get quotes, buy policies, file claims, manage coverage. 50+ cou…
N/A N/A 95
36272
Georges999
MeshLab-mcp Claim
MCP bridge for MeshLab enabling mesh operations via HTTP and TCP backends using…
N/A N/A
36273
Potato-29
A simple note-taking MCP server that allows adding notes and summarizing them v…
N/A N/A
36274
imikailoby
Comics MCP Claim
Model Context Protocol server for comic data sources with plugin architecture, …
36275
telkomdev
MCP server enabling AI assistants to understand GitLab repositories through on-…
36276
TiGRoNdev
MCP server for integrating with Rodin Gen-2 API to generate 3D models from text…
N/A N/A
36277
mcpflow
MCP server for managing Netlify sites, enabling operations such as creating sit…
36278
crogers2287
npm-mcp Claim
Enables AI assistants to manage Nginx Proxy Manager, including proxy hosts, SSL…
N/A N/A
36279
mamorett
Enables querying and analyzing Oracle Cloud Infrastructure Load Balancer custom…
36280
Chandukasireddy
system-mcp Claim
Exposes system telemetry tools to retrieve CPU, memory, disk, battery, network,…
N/A N/A
36281
tsunamayo7
helix-pilot Claim
GUI automation MCP server that enables AI agents to see and control the Windows…
N/A N/A
36282
matthieurosset
MCP server for managing a media server stack (Plex, Radarr, Overseerr, Bazarr, …
36283
tjwodud04
mcp-tour Claim
Integrates the Korea Tourism Organization's API to provide tourist spot recomme…
36284
jeremie-lesage
Enables to manage Zimbra emails, tags, calendar, and contacts through natural l…
36285
Morten36
Provides programmatic access to Microsoft Outlook mailboxes, enabling AI assist…
N/A N/A
36286
GalaxyXieyu
A production-ready MCP server that provides AI-powered image generation through…
N/A N/A
36287
wisrovi
Enables AI agents to connect to the NeuralForgeAI cluster for inspecting and co…
36288
fujioka0729
meta-ads-mcp Claim
MCP server to manage Meta Ads (Facebook/Instagram) campaigns, ad sets, insights…
36289
ArcadeAI
MCP server for generating consistent UTM-tagged links based on an authoritative…
36290
yooitsgreg
sleeper-mcp Claim
Provides read-only access to the Sleeper Fantasy Sports API for league info, ro…
36291
leandrosflora
MCP server for orchestrating the consignado loan journey via WhatsApp agent, ce…
36292
nickknissen
MCP server that enables LLMs to interact with Monta's EV charging platform for …
36293
chadrik
MCP server for interacting with Autodesk Maya sessions, enabling multi-session …
N/A N/A
36294
xinyuzjj
An enhanced MCP server for interacting with the Godot game engine, enabling AI …
N/A N/A
36295
gnana997
DevEyes Claim
DevEyes is a Model Context Protocol (MCP) server that captures screenshots from…
N/A N/A
36296
FoxRick
paygentic Claim
Enables AI agents to manage financial operations including balance checks, mone…
36297
Jeanivy
Shopify MCP Claim
Read-only Shopify Admin API MCP server for business reporting, exposing tools l…
36298
cyanheads
A Model Context Protocol server for programmatic creation, modification, and co…
36299
jeffbai996
ibkr-mcp Claim
An MCP server that turns Interactive Brokers into a question-answering portfoli…
N/A N/A
36300
musictechlab
Enables managing Trello boards, lists, cards, labels, and members through natur…
Showing 36251–36300 of 64636 servers
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