MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29777
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51701
imvickykumar999
Enables users to manage Telegram reminders via natural language or commands, wi…
N/A N/A
51702
NSHipster
sosumi.ai Claim
Converts Apple Developer documentation, HIG, WWDC transcripts, and external Swi…
51703
wmh
Searches job listings from Taiwanese job boards (104 and Yourator) and returns …
N/A N/A
51704
Sunwood-ai-labs
Enables Claude to generate speech from text and express it through a 3D VRM ava…
N/A N/A
51705
yusaaztrk
Provides tools to get random zoo animals, search by name, and filter by type, r…
81
51706
JL-VALERO
Auditoría del gasto público peruano mediante sistemas multi-agente, Claude Code…
N/A N/A
51707
thanhtn2902
A comprehensive educational server demonstrating Model Context Protocol capabil…
81
51708
moaaz01
Query, explore, and manage SQLite databases through the Model Context Protocol.…
51709
abl030
An MCP server that gives AI agents full control over pfSense firewalls via the …
51710
lazymac2x
Cloudflare Workers MCP server: ai-model-router
51711
dokdosolutions-us
lucky Claim
🍀✨ MCP server for Clover POS — restaurant operations, inventory, orders, analyt…
N/A N/A
51712
voho
Provides atomic music-theory and MIDI tools for composing, enabling LLMs to cha…
N/A N/A
51713
statikfintechllc
A lightweight HTTP module that enables scraping visible text from any publicly …
N/A N/A 95
51714
dennisdevulder
ltm Claim
Portable memory protocol for AI coding sessions. Push the state of a session (g…
N/A N/A 95
51715
nikos.workflow
demo-002 Claim
N/A N/A 95
51716
sancovp
SEED MCP Claim
SEED provides a unified interface to compound AI systems, coordinating between …
N/A N/A
51717
Google Sheets Claim 2
Google Sheets integration with OAuth, spreadsheet management, batch operations,…
N/A N/A 61
51718
lucasmetron
An MCP server that provides AES-256-CBC encryption and decryption tools, resour…
N/A N/A
51719
loved0543-dotcom
Provides Korean market data (products, trends, stocks, real estate) in English …
51720
mojawave
MojaWave MCP Claim
Connects any MCP-compatible AI assistant to the MojaWave SMS Gateway, enabling …
51721
@itskaransingh
docling-mcp-dev Claim
N/A N/A 95
51722
mcpland
testing-mcp Claim
Enables AI assistants to write and debug integration tests by providing live ac…
N/A N/A
51723 N/A N/A 95
51724
ATDev-Inc
UEMCP Claim
Enables Claude to control Unreal Engine 5 editor, spawn actors, build materials…
51725
kiro0x
five-mcp Claim
LLM character consistency engine — generates structured JSON constraints from 4…
N/A N/A
51726
TheAgencyInstitute
Enables AI agents to track and manage product development projects through stru…
N/A N/A 95
51727
LovRanRan
Local test execution and coverage summaries for onboarding agents.
N/A N/A
51728
fan-67
local-mcp Claim
A lightweight, stdio-based MCP server enabling AI assistants to perform local f…
N/A N/A
51729 N/A N/A 95
51730
azmodeh
zt Claim
N/A N/A 95
51731
CIII-glitch
Enables users to search and discover over 500 AI agent endpoints and x402 APIs …
81
51732
wzj177
A free search MCP server powered by SearXNG, offering various search types with…
51733
Rumblingb
Immutable audit trail for agent-to-agent interactions
N/A N/A
51734
bboypoison159-7b43
ChainRay Claim
The most complete blockchain data and intelligence service for AI agents. 94 en…
81
51735
tylrdnns
plantos Claim
Agricultural intelligence MCP server providing soil analysis, weather data, cro…
N/A N/A 95
51736
nokia
Enables AI agents to manage infrastructure through natural language queries to …
51737
DrSmile444
MCP server to check GitHub Copilot quota, rate-limit status, and reset times fr…
N/A N/A
51738
venikman
fpf-memory Claim
This MCP server provides a deterministic index of the First Principles Framewor…
51739
hex
Enables management of TeamCity CI/CD operations through natural language comman…
51740
devhelmhq
Monitor uptime, manage incidents, configure alerting, and query dependency stat…
N/A N/A
51741
apple-techie
A middleware service that allows LLMs and AI assistants to directly interact wi…
81
51742
CrawlForgeDEV
CrawlForge MCP is a production-ready MCP server that gives AI agents the power …
81
51743
jonathanrorbet-dotcom
postgress Claim
N/A N/A 95
51744
hatchable
hatchable Claim
Build and host full-stack web apps and sites on Hatchable from any MCP client. …
81
51745
Kinglions
Design-to-code artifact pipeline for UI screenshots, Figma node data, and visua…
N/A N/A
51746
AgentLineHQ
AgentLine Claim
Give AI agents a phone number. Voice calls, SMS, and phone number management fo…
51747
cUDGk
Wraps OpenAI Codex's computer-use engine to provide MCP tools for Windows scree…
N/A N/A
51748
chrischall
MusicBrainz MCP — search/browse music metadata, cover art, and submit tags/rati…
N/A N/A
51749
Yussefgafer
Enables comprehensive file and document operations including image compression,…
81
51750
sglwsjxh
A RAG knowledge base MCP server that adds vector search and reranking capabilit…
N/A N/A
Showing 51701–51750 of 56925 servers