MCP Server Quality Scores

Independent quality analysis of 69182 public MCP servers

69182
Discovered
→
33861
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52701
hamster-blip
Enables AI assistants to access and analyze Oura Ring health data including sle…
— ○ ⏳ — — — — 81 —
52702
shiftyasan
Generate optimized work shift schedules from staffing demand, availability and …
— ○ ⏳ — — — — — —
52703
adelaidasofia
Official, multi-account Instagram Graph API MCP: read, publish, analytics, comm…
— ○ ⏳ — N/A N/A — — —
52704
anyrxo
Comprehensive API development and testing MCP server for Claude Code. Integrate…
— ○ ⏳ — N/A N/A — — —
52705
bill-950207
gwanggo-mcp Claim
Enables AI agents to generate images and videos using 30+ models (Seedream, Sor…
— ○ ⏳ — — — — — —
52706
abaiii168
Free MCP server for World Cup 2026 fixtures, local kickoff times, and Dataset J…
— ○ ⏳ — N/A N/A — — —
52707
maschiojv
mcp Claim
Analyze JVM thread dumps with ThreadMine: deadlocks, CPU spikes, pool exhaustio…
— ○ ⏳ — N/A N/A — — —
52708
falcosan
SIEX Claim
Connect to Spain’s SIEX platform to retrieve farm data, register phytosanitary …
— ○ ⏳ — N/A N/A — 95 —
52709
softvoyagers
pageshot-api Claim
Free webpage screenshot capture API with format, viewport, and dark mode option…
— ○ ⏳ — — — — 95 —
52710
Curious-Layer
Enables interaction with Polymarket prediction markets through read-only access…
— ○ ⏳ — — — — 81 —
52711
heliojff
A dynamic server that automatically discovers and executes scripts from a tools…
— ○ ⏳ — N/A N/A — 95 —
52712
Bohaohao
Product MCP Claim 1
MCP server for ERP product operations that enables AI agents to precheck produc…
— ○ ⏳ — — — — 81 —
52713
aws-spapi-mcp Claim 2
MCP server for Amazon SP-API - real-time inventory health, sales metrics, and p…
— ○ — N/A N/A — 81 —
52714
oneill9
Community-built server providing real-time London transport data via the TfL Un…
— ○ ⏳ — N/A N/A — — —
52715
Autario
autario-mcp Claim
Search, query, and publish charts across 2,300+ verified public datasets (World…
— ○ ⏳ — — — — — —
52716
neglect
Billions of Solana DeFi TXNs, Decoded at Scale & accessible via LLM Direct, st…
— ○ ⏳ — — — — 81 —
52717
socialnetwork0
Enables AI assistants to search YouTube videos with rich metadata including tit…
— ○ ⏳ — — — — 81 —
52718
RohitYajee8076
backburner Claim
Run long shell commands as background tasks: start them, keep working, collect …
— ○ ⏳ — N/A N/A — — —
52719
Hyneq00
Turn AI chats into vocabulary: capture words and grammar into spaced-repetition…
— ○ ⏳ — — — — — —
52720
CSOAI-ORG
Webhook Ai tools for AI agents. Capabilities: validate webhook signature, log w…
— ○ ⏳ — N/A N/A — — —
52721
draugr-dev
Draugr Claim
Security scanning for AI agents: SAST, SCA, secrets, IaC, DAST, ranked by real …
— ○ ⏳ — N/A N/A — — —
52722
intent-runtime Claim 1
Express intent, get results. One unified entry point.
— ○ — N/A N/A — 81 —
52723
chrischall
evite-mcp Claim
Evite for Claude — list events, guest lists & RSVPs, RSVP, message guests, and …
— ○ ⏳ — N/A N/A — 83 —
52724
davidmosiah
Oura MCP Claim
Local-first MCP server that connects AI agents to your Oura Ring readiness, sle…
— ○ ⏳ — — — — — —
52725
gnana997
DevEyes Claim
DevEyes is a Model Context Protocol (MCP) server that captures screenshots from…
— ○ ⏳ — N/A N/A — — —
52726
mattcollins
Enables AI agents to manage DNS records through the Spaceship API, with special…
— ○ ⏳ — — — — — —
52727
haramrit09k
Handles log file management and analysis with tools to list, read, search, filt…
— ○ ⏳ — N/A N/A — — —
52728
13auth
M3Mgine Claim
MCP server enabling AI agents to enforce corrected rules as durable pre-output …
— ○ ⏳ — — — — — —
52729
pipeworx-io
Enables searching and querying Kansas State GIS open geospatial data (parcels, …
— ○ ⏳ — — — — — —
52730
isdmx
Converts Markdown text into interactive mind maps, supporting export as PNG, JP…
— ○ ⏳ — N/A N/A — — —
52731 — ○ ⏳ — N/A N/A — 95 —
52732
techempower-org
Multi-cloud MCP server that exposes cloud AI models as tools for AI CLI agents,…
— ○ ⏳ — N/A N/A — — —
52733
arc119226
mcp-tools Claim
A collection of simple, practical MCP servers that require zero configuration, …
— ○ ⏳ — N/A N/A — — —
52734
junter1989k-ai
Paraguay SIFEN e-Kuatia: AI agents issue and query electronic invoices, statele…
— ○ ⏳ — — — — — —
52735
TomCN0803
A Model Context Protocol server for managing text notes, with resources (note:/…
— ○ ⏳ — N/A N/A — — —
52736
blendduck
Create, schedule, review, analyze, and manage social content across connected c…
— ○ ⏳ — — — — — —
52737
addanuj
Bridges LLMs with IBM QRadar SIEM by providing access to over 728 REST API endp…
— ○ ⏳ — — — — 81 —
52738
arb-ec
Enables comprehensive management of Storyblok CMS through natural language inte…
— ○ ⏳ — — — — 81 —
52739
introman2023
Search 160k+ Russian B2B products from 8,900+ verified manufacturers (EN/RU).
— ○ ⏳ — — — — — —
52740
kyb8801
Measurement uncertainty MCP server for ISO/IEC 17025 and KOLAS-accredited labor…
— ○ ⏳ — — — — 81 —
52741
Spacetime-Technology
MCP server for the Chia blockchain. Read-only Q&A via the public coinset.org AP…
— ○ ⏳ — N/A N/A — — —
52742
TryReelEstate
Turn real-estate listing photos into property videos from your AI assistant.
— ○ ⏳ — N/A N/A — — —
52743
shark-bot-0118
An MCP server that automatically generates static websites from natural languag…
— ○ ⏳ — N/A N/A — 95 —
52744
signaledi
SignalEDI Claim
EDI parse, validate, send & inspect (X12/EDIFACT) from any MCP client. Demo wit…
— ○ ⏳ — N/A N/A — — —
52745 — ○ ⏳ — N/A N/A — 95 —
52746
mateusoliveirab
Acts as a unified dispatch hub for local coding agent CLIs, supporting capabili…
— ○ ⏳ — N/A N/A — 95 —
52747
dealgo-systems
Runtime decision firewall for AI agents that exposes the CSC engine as an MCP s…
— ○ ⏳ — — — — — —
52748
Stockfish MCP Claim 1
A Stockfish MCP server to allow an LLM to play chess against Stockfish
— ○ — N/A N/A — 81 —
52749
pushkar0108
Signvoy Claim
Send documents for e-signature, track signing status, and download signed PDFs.…
— ○ ⏳ — — — — — —
52750
clauxel
Paid remote MCP for agent design system guard MCP, structured receipts, audit l…
— ○ ⏳ — — — — — —
Showing 52701–52750 of 69182 servers