MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

33537
Discovered
27233
Scored
1781
Verified
16957
Complete

Last updated 1 hour, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
30351
cbuntingde
Enterprise-grade MCP (Model Context Protocol) server for detecting secrets and …
81
30352
honeybulr
etapa Claim
Etapa is an AI cycling coach for beginners and returning riders. Most cycling a…
30353 N/A N/A
30354
josephpieczynski
A simple Model Context Protocol server that demonstrates basic functionality wi…
81
30355
keturiosakys
Bluesky instance integration for querying and interaction
81
30356
chung-ta1
jmeter-mcp Claim
Integrates Apache JMeter with AI assistants to run and manage load tests throug…
N/A N/A 95
30357
TrackerXXX23
Persistent development memory server that automatically captures and organizes …
N/A N/A 95
30358
pawanpanpan
server Claim
N/A N/A 95
30359
atlas-with-iris
Vouch Claim
Run Safe -> Run Fast -> Run Cheap Vouch- we are an advanced Ai Deterministic l…
N/A N/A
30360
Dumpling-AI
Access data, web scraping, and document conversion APIs by [Dumpling AI](https:…
81
30361
grahammccain
23 MCP tools. Context-aware chart pattern intelligence. 24M embeddings, regime-…
N/A N/A
30362
brunoamorim39
CarScout Claim
Search used car inventory, check NHTSA recalls, decode VINs, and manage automat…
30363
unclemate
mcp-cosplay Claim
N/A N/A
30364
dynamicendpoints
Access sports data, news, rankings, and projections seamlessly. Retrieve the la…
N/A N/A
30365 N/A N/A
30366
@suse00544
xiaohongshu-mcp Claim
N/A N/A 95
30367
benswel
qr-for-agent Claim
Dynamic QR code MCP server for AI agents. Create, retarget, and track QR codes
N/A N/A 95
30368
brandondek
Enables Claude to orchestrate multi-model AI roundtable discussions between GPT…
81
30369
kuberstar
qartez-mcp Claim
Semantic code intelligence MCP server for Claude Code - project maps, symbol se…
N/A N/A
30370
gatordevin
Provides AI agents with 220+ tools for building websites, sending email, managi…
N/A N/A
30371 N/A N/A 95
30372
xiaobenyang-com
review-code Claim
生成统一的代码评审提示,覆盖整体、单文件与差异审查场景。解析审查文本中的总分,输出标准化评分。帮助团队规范评审流程、提升代码质量与一致性。
N/A N/A 95
30373
PRDicta
Identity infrastructure for AI agents. Evolving persona, session continuity, se…
N/A N/A
30374
aisle
Search destination wedding venues and vendors worldwide with Aisle. 10 tools fo…
30375
aryansingh0203
Aoexl Sign Claim
Create signing requests, check status, send reminders, and manage Aoexl templat…
30376
cloudflare
Workers bindings management. Build Workers applications with storage, AI, and c…
81
30377
3viky
MCP Opener Claim
Enables opening files, folders, and URLs across different operating systems wit…
N/A N/A 95
30378
tedahn
Enables persistent memory storage and retrieval for AI conversations using Mem0…
81
30379
pipeworx
Live data for AI agents. 250+ data sources, 900+ tools. Ask questions in plain …
30380
weather-mcp Claim 1
A simple MCP server for getting weather information.
N/A N/A 81
30381
vmanoilov
secu Claim
N/A N/A 95
30382
teresjsiu
A FastMCP-based server that provides complete Slack integration for Cursor IDE,…
N/A N/A 95
30383
schwarztim
Provides comprehensive tools for managing Elasticsearch clusters, including sec…
81
30384
xenarch
xenarch-mcp Claim
MCP server for USDC micropayments on Base. Pay for x402-gated content, APIs, or…
30385
jalenzz
A Cloudflare Workers-based implementation of Model Context Protocol server that…
81
30386
Raroford32
zim Claim
N/A N/A 95
30387
jordan
metabase Claim
N/A N/A 95
30388
arrivets
Enables AI agents to query entities from Arkiv database chains using a SQL-like…
30389
fikrimastor
A CloudFlare Workers-based MCP server that provides semantic memory and journal…
81
30390
LawGraphLM
AusLaw MCP Claim
Enables users to search and retrieve Australian legislation and case law with f…
N/A N/A 95
30391
ilpianista
A MCP server for SailfishOS application development, creates new projects and a…
N/A N/A
30392
tchardonnens
Enables management of Google Maps saved places through a SQLite database. Allow…
N/A N/A 95
30393
hakanoz203
Enables Claude to access and manage YouTube channel data through the YouTube Da…
N/A N/A
30394
kontakt-qy0g
Semantic search across 375,000+ Nordic financial documents for AI agents. Cover…
30395
jclee7295
test11 Claim
N/A N/A 95
30396
codyterry24-dev
AXT-MCP Claim
A Model Context Protocol service registry and connector framework that enables …
N/A N/A 95
30397
guillermo-salas
Ask the Market Anything. Stock & ETF Scoring Get the Danelfin AI Score (1–10) …
30398
eddy06260626
saqz Claim
N/A N/A 95
30399
yannyhl
Melo Claim
An agentic MCP server for Roblox Studio that provides over 45 tools for script …
N/A N/A
30400
samihalawa
Manus Claim
Work inside the Manus sandbox to build, test, and debug faster. Automate the br…
N/A N/A 95
Showing 30351–30400 of 33537 servers
« Prev 1 606 607 608 609 610 671 Next »