MCP Server Quality Scores

Independent quality analysis of 50103 public MCP servers

50103
Discovered
29730
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49201 N/A N/A 95
49202
decentrathai
Enables AI agents to send and receive private Zcash payments with shielded tran…
49203
talhamsajid
Axon Pro Claim
Transforms codebases into structural knowledge graphs for AI agents and develop…
N/A N/A
49204
rushikeshmore
AdminAgent Claim
AI-powered Shopify Admin via Claude + MCP, enabling full store management throu…
49205
octodamusai
Real-time market Oracle signals, Fear & Greed, Polymarket edge plays, BTC trend…
81
49206
globus
globus-mcp Claim
MCP server enabling LLMs to manage Globus data transfers and compute tasks.
49207
filhocf
A Python MCP server for SonarQube, enabling AI agents to query projects, issues…
49208
Arkya-AI
Ember MCP Claim
A local-first persistent memory server that uses Voronoi partitioning and tempo…
N/A N/A 95
49209
guilhermeyoshida
MCP server for managing Terraform infrastructure as code, enabling initializati…
49210
AdityaRapid
Manage Strapi content and media from one place. Browse content types and compon…
N/A N/A 95
49211
Personalcreativelda
A TypeScript implementation of a Model Context Protocol server that enables rea…
N/A N/A 95
49212 N/A N/A 95
49213
benzkittisak
Local MCP server that wraps the codex CLI asynchronously, returning a job_id im…
N/A N/A
49214 N/A N/A 95
49215
rccola990-cloud
Enables AI agents to check whether AI assistants recommend a brand and audit a …
49216
DOsinga
PyKernel MCP Claim
MCP server that provides a persistent IPython kernel for executing Python code …
N/A N/A
49217
ahmedrowaihi
Enables interaction with ClickHouse databases via MCP, providing tools to list …
49218
pipeworx-io
Enables querying Merriam-Webster's Collegiate Dictionary and thesaurus via natu…
49219
xiaobenyang-com
bingcn Claim
使用必应搜索快速发现相关网页。获取完整网页内容以便深入分析与引用。加速调研、整理与引用流程。
N/A N/A 95
49220
noesskeetit
Turns an Obsidian vault into semantic memory for coding agents, providing read-…
N/A N/A
49221
giftHEALTH
MCP server that integrates with Sumo Logic's API to perform log searches, data …
49222
mamit514
Provides easy access to Quasar Framework documentation through the Model Contex…
N/A N/A
49223 N/A N/A 95
49224
mfuechec
Enables AI agents to search, order, and monitor satellite and geospatial imager…
81
49225
proframos
tdl-mcp Claim
N/A N/A 95
49226
app-sre
A lean MCP server that provides LLM agents with transparent access to multiple …
49227
Badajoz95
Enables Claude to classify audio across 7,000+ sound classes, including bird sp…
49228
agenciabakucl-coder
UsageWall Claim
Live LLM pricing as an MCP server. Ask Claude or any MCP client 'how much does …
49229
standardbeagle
slop-mcp Claim
An MCP orchestration layer that aggregates multiple MCP servers while exposing …
49230
access
Send and manage SMS, iMessage, and RCS messages from your workflows. Track deli…
81
49231
artblocks
The Art Blocks MCP Server supercharges your AI agents to become instant power u…
81
49232
kontakt-qy0g
"Semantic search over 50,000+ recipes using hybrid dense+sparse retrieval with …
81
49233
gbaeke
mcp-obo Claim
Implements the on-behalf-of flow with Entra ID to enable authorized calls to Mi…
49234
Gentle-bae
Enables LLMs to perform automated network forensics, threat hunting, and traffi…
N/A N/A
49235
Sebzo-work
Enables deployment of authentication-free MCP servers on Cloudflare Workers tha…
81
49236
shawnrushefsky
DMCP Claim
An MCP server that enables AI agents to act as dynamic dungeon masters for text…
N/A N/A
49237
bogdan9095
open-brain Claim
Graph-structured MCP memory server. 37.2% on LongMemEval baseline — a benchmark…
N/A N/A 95
49238
ENtiemEN
Demonstration MCP server for Claude Team integration, enabling querying of samp…
49239
zyadhajaji
meshy-mcp Claim
Enables Claude to generate 3D models from text or images, apply textures, and e…
49240
eugenelabonarsky
Votura Tours Claim
AI-powered audio tours by city: walking, cycling & driving. Search tours, stops…
49241
guycochran
Enables natural language control of DaVinci Resolve, allowing Claude to browse …
49242
kintscher
A zero-authentication MCP server for Swiss public transport, enabling users to …
49243
BDuba
MCP server that exposes the Pinchtab browser API for token-efficient web scrapi…
N/A N/A
49244
danmartinez78
VectorClaw Claim
Enables AI assistants to control Anki Vector robots locally via natural languag…
N/A N/A
49245
axel-belfort
Language detection API for AI agents. Identify the language of any text using t…
N/A N/A 95
49246
mmorey
Connects AI assistants to the Runn.io resource planning platform to manage proj…
81
49247
Tatsh
wiswa-mcp Claim
FastMCP server exposing Wiswa settings discovery to AI assistants such as Claud…
N/A N/A
49248
vocweb
Self-hosted MCP server that exposes Synology Drive, Spreadsheet, MailPlus, and …
49249
zqeast
MCP server for DaMeng database, enabling AI assistants to execute SQL queries, …
49250
hemantkamalakar
Integrates Oura Ring health data with Claude Desktop, providing resources, tool…
Showing 49201–49250 of 50103 servers
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