MCP Server Quality Scores

Independent quality analysis of 49876 public MCP servers

49876
Discovered
29726
Scored
2112
Verified
16952
Complete

Last updated 42 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49551
noesskeetit
Turns an Obsidian vault into semantic memory for coding agents, providing read-…
N/A N/A
49552
patrickomatik
Provides comprehensive file system operations including reading, writing, searc…
N/A N/A
49553
giftHEALTH
MCP server that integrates with Sumo Logic's API to perform log searches, data …
49554
mamit514
Provides easy access to Quasar Framework documentation through the Model Contex…
N/A N/A
49555
aak204
Deterministic CI scanner and surface-risk scoring for MCP (Model Context Protoc…
N/A N/A 95
49556
853046310
Enables CRUD operations on Qingflow forms, queries, and records through agent-n…
49557 N/A N/A 95
49558
mfuechec
Enables AI agents to search, order, and monitor satellite and geospatial imager…
81
49559
proframos
tdl-mcp Claim
N/A N/A 95
49560
app-sre
A lean MCP server that provides LLM agents with transparent access to multiple …
49561
Badajoz95
Enables Claude to classify audio across 7,000+ sound classes, including bird sp…
49562
agenciabakucl-coder
UsageWall Claim
Live LLM pricing as an MCP server. Ask Claude or any MCP client 'how much does …
49563
standardbeagle
slop-mcp Claim
An MCP orchestration layer that aggregates multiple MCP servers while exposing …
49564
access
Send and manage SMS, iMessage, and RCS messages from your workflows. Track deli…
81
49565
artblocks
The Art Blocks MCP Server supercharges your AI agents to become instant power u…
81
49566
kontakt-qy0g
"Semantic search over 50,000+ recipes using hybrid dense+sparse retrieval with …
81
49567
gbaeke
mcp-obo Claim
Implements the on-behalf-of flow with Entra ID to enable authorized calls to Mi…
49568
Gentle-bae
Enables LLMs to perform automated network forensics, threat hunting, and traffi…
N/A N/A
49569
Sebzo-work
Enables deployment of authentication-free MCP servers on Cloudflare Workers tha…
81
49570
shawnrushefsky
DMCP Claim
An MCP server that enables AI agents to act as dynamic dungeon masters for text…
N/A N/A
49571
bogdan9095
open-brain Claim
Graph-structured MCP memory server. 37.2% on LongMemEval baseline — a benchmark…
N/A N/A 95
49572
ENtiemEN
Demonstration MCP server for Claude Team integration, enabling querying of samp…
49573
szge
lol-wiki-mcp Claim
N/A N/A 95
49574
zyadhajaji
meshy-mcp Claim
Enables Claude to generate 3D models from text or images, apply textures, and e…
49575
eugenelabonarsky
Votura Tours Claim
AI-powered audio tours by city: walking, cycling & driving. Search tours, stops…
49576
guycochran
Enables natural language control of DaVinci Resolve, allowing Claude to browse …
49577
kintscher
A zero-authentication MCP server for Swiss public transport, enabling users to …
49578
BDuba
MCP server that exposes the Pinchtab browser API for token-efficient web scrapi…
N/A N/A
49579
danmartinez78
VectorClaw Claim
Enables AI assistants to control Anki Vector robots locally via natural languag…
N/A N/A
49580
axel-belfort
Language detection API for AI agents. Identify the language of any text using t…
N/A N/A 95
49581
mmorey
Connects AI assistants to the Runn.io resource planning platform to manage proj…
81
49582
Tatsh
wiswa-mcp Claim
FastMCP server exposing Wiswa settings discovery to AI assistants such as Claud…
N/A N/A
49583
vocweb
Self-hosted MCP server that exposes Synology Drive, Spreadsheet, MailPlus, and …
49584
zqeast
MCP server for DaMeng database, enabling AI assistants to execute SQL queries, …
49585
hemantkamalakar
Integrates Oura Ring health data with Claude Desktop, providing resources, tool…
49586
kopias
loreto-mcp Claim
Turn any YouTube video, article, PDF, or image into a reusable Claude Code skil…
49587
securityfortech
A FastMCP server for managing Google Workspace users through the Admin Director…
49588
tusharrayamajhi
Provides AI assistants with 28 developer tools across file, git, code analysis,…
N/A N/A
49589
Competitive pricing, ads, SEO moves, launches, reviews, and daily market briefs.
N/A N/A 81
49590
sjawhar
Enables AI assistants to manage WhatsApp: list chats, send and receive messages…
N/A N/A
49591
nfshanq
MCP Invoice Claim
A Python MCP server for invoice and receipt processing that uses OCR technology…
N/A N/A 95
49592
wisdomcrane
Enables AI assistants to create, read, search, and update notes on Tilnote, plu…
49593
dotgc
Facilitate comprehensive due diligence processes by integrating and automating …
N/A N/A 95
49594
Cicatriiz
Enables timezone conversion, astronomical calculations, and date utilities thro…
N/A N/A
49595
XingtongCai
A framework that supports stdio, streamable HTTP, and SSE protocols for MCP ser…
49596
pendialek
Server that connects MCP (Multi-Capability Platform) with OpenHAB REST API, all…
N/A N/A 95
49597
postproxy
Integrates PostProxy API with Claude Code for publishing posts, checking status…
49598
gotalab
A novel game server supporting multi-branch visual novel scenarios in English a…
N/A N/A
49599
luthersystems
Enables interaction with Buildium property management software through natural …
N/A N/A
49600
piprail
PipRail Claim
A budget-bound x402 payment wallet for AI agents: it autonomously pays HTTP 402…
N/A N/A
Showing 49551–49600 of 49876 servers
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