MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32341
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59401
Agent-Pattern-Labs
geometra Claim
Enables AI agents to interact with UIs via semantic geometry, filling forms and…
59402
Gareth1953
MCP server: x402-paid & free tools for AI agents — provenance, quality scoring,…
N/A N/A
59403
bobliang1979
Windows原生桌面自动化MCP服务器,提供22个工具用于窗口管理、输入控制、截图、OCR和智能元素匹配。
N/A N/A
59404
lordbasilaiassistant-sudo
Enables deploying ERC-20 tokens on Base mainnet via the SimpleTokenFactory cont…
59405
neilswhite
A basic example MCP server demonstrating serverless deployment using Netlify Fu…
81
59406
Travel-Code-Inc
Enables AI assistants to search flights and hotels, manage bookings, check flig…
59407
maithanhduyan
A simple Model Context Protocol (MCP) server with ChromaDB integration, allowin…
N/A N/A
59408
darkelf1004
myproject Claim
N/A N/A 95
59409
dilshankavishka
MCP-Server Claim
Enables querying a structured CV and sending test emails via Ethereal through a…
59410
Cerebras
This MCP server is designed for planning with Claude Code, Cline, or Cursor and…
N/A N/A
59411
taraspiotr
frisco-mcp Claim
MCP server for Frisco.pl — lets Claude add groceries to your cart, search produ…
N/A N/A
59412
FlipFlopszzz
coserial Claim
Enables humans and AI agents to collaboratively control serial ports via MCP to…
N/A N/A
59413
mcp-research
Provides tools to generate images using Amazon Nova Canvas and videos using Ama…
81
59414
juan-sibbo
A governed, read-only MCP server for ad inventory discovery from Google Ad Mana…
59415
codeafix
Provides read/write file tools with lint validation to prevent agents from writ…
N/A N/A
59416
archimedes-market
Discover verified deep-tech engineering bounties from any AI agent.
59417
axel-belfort
NFT collection analytics API for AI agents. Floor price, 24h volume, total supp…
81
59418
CarloDeStefano90
Enables Claude Code to interact with JIRA through natural language, supporting …
59419
dearlordylord
obs-mcp Claim
Model Context Protocol server for OBS Studio
N/A N/A
59420
goosefly99
A local MCP server that records completed tasks to daily JSONL files and promot…
N/A N/A
59421
narumiruna
coindesk-mcp Claim
The MCP server that can read recent news from Coindesk.
81
59422
haidrau
Real-time Shopee competitor price monitoring, powered by AI agents through the …
59423
imastarboy97
zepp-mcp Claim
Connect your Amazfit / Zepp watch to Claude. Free and open-source.
59424
terrakernel
MCP server for interacting with Odoo/ODX resources via ODXProxy, enabling progr…
59425
jkmills
Enables AI assistants to manage Nutanix infrastructure via Prism Central and Pr…
59426
arzbin-com
Live Iran exchange rates, gold, crypto, and Toman market data for AI agents.
59427
Karun9107
Enables querying local MySQL databases and managing Docker containers (listing,…
N/A N/A
59428
Sannnao
Enables AI-powered semantic search over React Hook Form documentation, allowing…
N/A N/A
59429
meir-may
LLMemory Claim
Enables VS Code agent mode to search and retrieve context from your LLMemory va…
59430
bgauryy
octocode Claim
MCP server for semantic code research and context generation on real-time using…
N/A N/A
59431
andysolomon
MCP server that queues stories and feeds them to live Claude Code sessions, del…
N/A N/A
59432
ertad-family
liquid Claim 2
Connect your agent to any HTTP API on the fly — discovers + maps any REST API o…
67
59433
Diego-Costa-Tech
Remote MCP server to enrich company profiles with structured B2B data and confi…
59434
JoshuaOliphant
Enables semantic recommendation for Obsidian vaults, allowing users to find rel…
N/A N/A
59435
pipeworx-io
Enables AI agents to search and query Palm Beach County GIS open geospatial dat…
59436
dynamicendpoints
# PSADT-MCP Server A Model Context Protocol (MCP) server that provides AI assi…
N/A N/A 95
59437
sjgant80-hub
MCP server exposing foldkit's 7-prime spine, 7 kappa-bands, and 6 fold operatio…
N/A N/A
59438
Johnny-Martinez
MCP server providing tools to verify task completion (tests pass and changes ma…
N/A N/A
59439
nyx-builds
MCP server for scheduling tasks with cron-like recurring jobs, one-time tasks, …
N/A N/A
59440
sharpsir-group
A read-only MCP server providing 56 tools to query Qobrix real-estate CRM data,…
59441
beomsu317
papers Claim
N/A N/A 95
59442
rad1092
A read-only MCP server generated by FirstCall that looks up public GitHub user …
59443
lwsinclair
Enables secure retrieval of credentials from 1Password vaults for use by AI age…
N/A N/A
59444
aenron
Enables document parsing via TextIn xParse API, supporting synchronous and asyn…
59445
BitingSnakes
pytorch-mcp Claim
A full-featured MCP server for PyTorch documentation workflows, providing tools…
59446
wuxiaoqiang12
MCP server that enables inspecting, controlling, and safely automating live ope…
N/A N/A
59447
Sunwood-ai-labs
Enables Claude to generate speech from text and express it through a 3D VRM ava…
N/A N/A
59448
tezaswiraj7222
Supercharge your AI assistant with seamless Jira integration. Enables AI assist…
59449
andrew54068
line-cua-mcp Claim
A macOS MCP server for LINE that reads encrypted local database snapshots to fe…
N/A N/A
59450
simonether
kwork-mcp Claim
MCP server that exposes 25 tools for the Kwork freelance marketplace — browse p…
Showing 59401–59450 of 67286 servers