MCP Server Quality Scores

Independent quality analysis of 64798 public MCP servers

64798
Discovered
30751
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41651
alexpekach
Local-first Gmail MCP server using PKCE + loopback OAuth flow that stores refre…
N/A N/A
41652
manlikemuneeb
ads-mcp Claim
Unified MCP server for managing Meta Ads, LinkedIn Ads, Google Ads, GA4, and Se…
41653
pisigmac
wikicapsule Claim
Turns a git-backed markdown directory into an MCP-compatible knowledge server, …
N/A N/A
41654
Fauxetine
Caller-side T1/T2 heterogeneous validation MCP server. Stdlib-only Python.
N/A N/A
41655
productdevbook
sufetch Claim
MCP server that enables AI assistants to explore and generate code for type-saf…
41656
MMoMM-org
miyo-kado Claim
Security-first MCP server plugin for Obsidian that gives AI assistants granular…
N/A N/A
41657
AdekunleBamz
Listens to Monad testnet for new blocks and provides a REST API to query the la…
41658
kushalsrinivas
x402-mcp Claim
A hybrid MCP server that integrates x402 payment protocol, providing tools to m…
N/A N/A
41659
AndrewHossam
Rumble MCP Claim
Provides AI assistants with access to TheRumble.app investment research data fo…
41660
Ching-Chiang
comsol-mcp Claim
MCP server for visible COMSOL automation that attaches to a running COMSOL Mult…
N/A N/A
41661
StacklokLabs
Enables AI agents to compose MCP tool calls into Unix-style pipelines, executin…
41662
cosjef
Provides conversational access to Keepa's product and sales data for product re…
41663
Kartikk-26
Enables AI agents to build real-time knowledge graphs using Zep's Graphiti memo…
41664
wafo210715
Enables text-only LLMs to see images on demand by integrating Qwen vision model…
N/A N/A
41665
Hassan-Butt4356
MCP server that provides 8 local RAG tools using LlamaIndex and Ollama, enablin…
N/A N/A
41666
sshh12
Enables Claude to fully control a Windows desktop with native screen capture, l…
N/A N/A
41667
Meshcue
An open-source MCP server that turns natural language hardware descriptions int…
41668
PierfrancescoLijoi
mcp-brain Claim
A Model Context Protocol server that gives Claude Code persistent, structured a…
N/A N/A
41669
jimestesblog
A highly configurable, deployment-ready MCP server with modular architecture fo…
41670
Beta0415
An MCP server that provides comprehensive image conversion and processing tools…
N/A N/A
41671
rrbanda
lol-mcp Claim
A FastMCP server that exposes REST API endpoints as Model Context Protocol tool…
81
41672
amancodingrepo
skillgod Claim
An MCP server that automatically injects relevant skills, project memory, and r…
N/A N/A
41673
lazymac2x
Cloudflare Workers MCP server: api-schema-drift-detector
41674
webski101
Exposes the MiniMax M3 LLM API to MCP-compatible clients, enabling chat complet…
41675
10.blaylock.10
project10 Claim
N/A N/A 95
41676
halim-23
Enables AI agents to interact with PostgreSQL databases through the Model Conte…
41677
godson
godson_1231 Claim
N/A N/A 95
41678
Woodrose233
Enables interaction with MySQL databases via HTTP/SSE, allowing SQL query execu…
N/A N/A
41679
NGS360
Exposes the NGS360 bioinformatics platform REST API as MCP tools, enabling AI a…
41680
ChenyqThu
An MCP server enabling LLMs to access WeChat Reading bookshelf, notes, highligh…
41681
FallDownTheSystem
Enables Claude to chat with various AI models and obtain multi-model consensus …
41682
enki-run
buddy Claim
Agent-first knowledge graph MCP server that provides 25 tools for managing a kn…
N/A N/A
41683
SCom-82
An unofficial MCP server that provides 17 tools for Yandex/Google rank tracking…
41684
mboya
A Model Context Protocol (MCP) server that integrates Safaricom's M-PESA Daraja…
N/A N/A
41685
nille
Monitors boligportal.dk for new rental listings in Denmark. Provides tools to s…
N/A N/A
41686
benbjurstrom
Provides semantic search and keyword search over Obsidian notes, along with dir…
N/A N/A
41687
Szotasz
An MCP server for the Billingo invoicing API (v3) that enables AI assistants li…
41688
156554395
Enables image and video generation using BigModel AI's CogView and CogVideoX mo…
41689
hussainn7
mcp-vision Claim
A local autonomous AI agent that watches your screen, understands the visual la…
N/A N/A
41690
iampopovich
Enables interaction with TestIT test management platform, allowing management o…
N/A N/A
41691
zsomtor
MCP server that wraps a personal task manager REST API, enabling Claude to read…
41692
PrajwalPrashanth
This MCP server fetches and extracts transcripts from YouTube videos, enabling …
N/A N/A
41693
edasan0568
Enables management of Proxmox VE environments via the Proxmox API, including no…
N/A N/A
41694
ClementRingot
Enables AI agents to check real-time SAP object release status for ABAP Cloud a…
N/A N/A
41695
Somsubhra-Nandi
Exposes MetaCall FaaS capabilities as MCP tools for deploying, invoking, and ma…
41696
CSOAI-ORG
note-taking-ai-mcp MCP server by MEOK AI Labs
N/A N/A
41697
GRU-953
gru953-crew Claim
GRU953 Crew's autonomous multi-agent coding method, exposed as callable MCP too…
N/A N/A
41698
zueai
mcp-manager Claim
Simple Web UI to install and manage MCP servers for Claude Desktop App.
81
41699 N/A N/A 95
41700
devicebase
Enables remote control of mobile devices via the Devicebase API, including touc…
Showing 41651–41700 of 64798 servers
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