MCP Server Quality Scores

Independent quality analysis of 64698 public MCP servers

64698
Discovered
30671
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35451
contentscoin
Enables integration with QR Agent Studio via MCP Streamable HTTP and Agent Skil…
35452
uwmyuan
Enables LLM clients to access scheduling data, KPIs, routes, and trigger optimi…
N/A N/A
35453
xiaobenyang-com
bilibili-api Claim
# B站API服务器 Bilibili Api 一个为bilibili.com API提供服务的Model Context Protocol (MCP)服务…
N/A N/A 95
35454
SidneyBissoli
MCP server for Brazilian Federal Senate open data (legislative, administrative,…
35455
chengyangliu-lcy
芯阳公司内部知识库MCP服务器,封装内部搜索API,供Codex和OpenCode调用以检索知识库信息。
35456
bonesdefi
Tripwire Claim
Security gateway for MCP agents: blocks prompt-injection-driven tool calls befo…
N/A N/A
35457
T-WREKX
algorand-mcp Claim
A comprehensive Model Context Protocol (MCP) server providing 50+ tools for Alg…
N/A N/A
35458
nietonchique
mc3000-mcp Claim
MCP server for monitoring and controlling SKYRC MC3000 battery chargers over Bl…
N/A N/A
35459
openCMC
A local MCP proxy that connects to remote MCP servers and automatically handles…
N/A N/A
35460
ironfrancis
FastPospal Claim
FastPospal is a Python SDK and MCP server for the PosPal Web backend, enabling …
35461
djtellado
Nexus Finance API — compliance audit, VaR/RWA risk, market quotes and case mana…
N/A N/A
35462
cyanheads
Store, query, and create YAML workflow playbooks for LLM agents.
N/A N/A
35463
gizdusum
An MCP server that connects Hermes Agent to the Solana blockchain, enabling nat…
35464
bernardcaldas
AI-first CSV analysis tool that enables AI agents to analyze, query, and audit …
N/A N/A
35465
utsavagg2007
Enables drafting, formatting, analyzing, and publishing LinkedIn posts directly…
N/A N/A
35466
ZhouYFei7788
A Model Context Protocol (MCP) server that lets you manipulate Excel files with…
N/A N/A
35467
MarceauSolutions
upwork Claim 1
MCP server for Upwork job discovery, client analysis, and proposal assistance
N/A N/A 83
35468
covertlabsaus
Colab MCP Claim
Enables AI coding assistants like Claude Code, Cursor, and Codex to share chat …
N/A N/A 95
35469
kuibin-dev
hsk-mcp Claim
A remote Model Context Protocol (MCP) server that gives AI assistants structure…
81
35470
fastmcp-me
trackio-mcp Claim
Enables AI agents to observe and interact with trackio experiments through the …
35471
catalystedgepro-wq
Audited SEC catalyst signals for agents — ranked filing intel with a public tra…
35472
199ocero
Query your Google Sheets as structured JSON: list sheets and tabs, read schemas…
35473
RhaDar12
Enables AI agents to interact with the Windows desktop environment, including b…
N/A N/A
35474 N/A N/A 95
35475
Masmedeam
Remote MCP learning coach for coding agents.
35476
sanity-labs
mcp-see Claim
An MCP server that gives AI agents the ability to observe and understand images…
N/A N/A
35477
lukisch
43 tools for filesystem, process management, sessions, search, OCR, ZIP, and PD…
N/A N/A 95
35478
RuntimeAll
teacher-mcp Claim
MCP server that authenticates as a teacher and provides tools for question mana…
N/A N/A
35479
pineapple-farm
Track download history for 70,000+ agent skills. Search and get daily snapshots.
35480
vannet
GotFreeFax Claim
Send free or paid faxes to US/Canada from Claude, ChatGPT, and other AI agents.
35481
abdulhadi-98
mautic-mcp Claim
A lightweight MCP server that connects Claude AI to Mautic marketing automation…
81
35482
cyanheads
Search and query 1,500+ OECD statistical datasets via SDMX. Keyless.
N/A N/A
35483
wasonisgood
一个优化过的台湾法规查询MCP服务器,提供高效的法规搜索、条文查询和关键字搜索功能,支持摘要模式减少token消耗。
N/A N/A
35484
x0base
14 atomic MCP tools for AppSec and AI Security engineers: source/schema/prompt …
35485
PaulVineethP
Enables AI assistants to interact with Azure DevOps APIs for managing projects,…
35486
galacoder
An MCP server that provides tools for interacting with the Vimeo API, enabling …
35487
Roast-Labs
An MCP server that exposes the ChatGPT Ads API as tools an LLM host can call.
35488
OJamals
Provides access to LangSearch's Web Search and Semantic Rerank APIs for AI assi…
81
35489
alaarab
LiveMCP Claim
Turns Ableton Live into an MCP-accessible control surface, providing tools for …
N/A N/A
35490
physics91
Provides Android UI automation tools via MCP, enabling device interaction, UI s…
N/A N/A
35491
3ii-factory
Enables AI coding agents to verify code against YAML specifications, detecting …
N/A N/A
35492
Richardilemon
calendar-pa Claim
Google Calendar MCP server with natural language scheduling, conflict detection…
35493
hermai-ai
hermai-mcp Claim
Dedicated Hermai MCP server for schema lookup, request intake, and workflow cla…
N/A N/A
35494
cyanheads
MCP server for US Treasury Fiscal Data — debt, interest rates, exchange rates, …
35495
cphoskins
Full-featured Notion MCP server enabling deep page reading, block editing, snap…
35496
obe711
Provides read-only access to Google Workspace APIs (Gmail, Drive, Sheets, Docs,…
35497
LoftyTao
Honeybee-MCP Claim
Enables AI agents to understand, query, and manipulate Honeybee building energy…
N/A N/A
35498
JHSeo-git
Provide a simple and easy-to-run MCP server implementation that supports stdio …
N/A N/A 95
35499
valmiremini
bexio-mcp Claim
A standalone MCP server for the bexio REST API, enabling interaction with bexio…
35500
liminjun813
zhanggui Claim
Enables AI agents to manage a phone screen protector store's inventory, orders,…
Showing 35451–35500 of 64698 servers
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