MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35901
gorizond
An MCP server that provides tools for retrieving and processing documentation t…
35902
rasinmuhammed
misata-mcp Claim
Generate realistic multi-table synthetic datasets from plain English. Supports …
N/A N/A
35903
smk-h
基于MCP协议的嵌入式板卡远程管理工具,提供串口、SSH和本地PowerShell的交互能力,支持会话管理、一键登录等功能。
N/A N/A
35904
BranderUX
mcp Claim
One message in, a full agentic application out: website and MCP app, live. Buil…
35905
oeken
Enables AI clients to seamlessly take HubSpot actions and interact with your Hu…
35906
cvagner
MCP server for geocoding French addresses, POIs, and cadastral parcels using th…
35907
cyberofficial
Serves RootApp documentation files with search and retrieval capabilities, enab…
N/A N/A
35908
jonasgantner
Linear MCP Claim
Custom MCP server for Linear that enables managing issues, projects, and worksp…
N/A N/A
35909
zmzhace
A feature-rich Model Context Protocol server built with FastMCP that provides v…
81
35910
chameleonscool
A multi-modal user intent collection MCP server that allows AI agents to ask us…
35911
ArkTechNWA
A federation MCP server that sits in front of multiple memory backends and pres…
35912
tathagat22
plumb-mcp Claim
Local Figma MCP server with no REST rate limits, no metered tool-call quotas, a…
N/A N/A
35913
CSOAI-ORG
EU MDR (Reg 2017/745) and IVDR (Reg 2017/746) compliance for medical device + I…
N/A N/A 95
35914
oranger07
MCP server for retrieving and verifying audit regulations, clauses, and audit i…
N/A N/A
35915
moxiespirit
Futures volatility intelligence: forecasts, regime detection, signals, and anal…
N/A N/A 83
35916
seraphinerenard
mcp-pdf-tools Claim 1
An MCP server that enables users to read, search, and analyze PDF documents. It…
N/A N/A 95
35917
makeev
alphai-mcp Claim
Real-time, AI-enriched financial news for trading agents: full-text & ticker se…
35918
shahrear33
mcp-oauth Claim
FastMCP server with Bearer token authentication mounted on FastAPI, including O…
35919
Lucid-Systems-LLC
On-device Apple Intelligence as MCP tools for macOS — OCR, tables, entity detec…
N/A N/A
35920
HZZY2019
cook-mcp Claim
MCP server that provides cooking recipe lookup, classification, and weekly meal…
35921
fastmcp-me
IcebergMCP Claim
Enables natural language interaction with Apache Iceberg Lakehouse tables throu…
35922
CSOAI-ORG
AI explainability and transparency reports for AI agents. Instant transparency …
N/A N/A
35923
codebycinar
Pre-transaction security gate for Pharos AI agents that analyzes contract bytec…
35924
pyrfor
Bridges AI agents to 1C:Enterprise via OData, enabling natural language queries…
35925
bysonte
MCP server for managing remote servers via SSH, enabling command execution, fil…
N/A N/A
35926
gianpieropuleo
Enables AI assistants to access and work with Radix UI libraries (Themes, Primi…
35927
groq
Enables interaction with Groq models, including compound models, through tools …
35928
owieschon
bank.mcp Claim
MCP server that turns bank transactions into a financial digest including cash-…
N/A N/A
35929
daviiferrer
Exposes the catalog of Supermercados Kawakami (Paraguaçu Paulista/SP) as tools …
35930
Pedro-Roger
upsprint-mcp Claim
Enables AI models to interact with the Upsprints API for managing users, compan…
N/A N/A
35931
anhmtk
Solana DeFi MCP: Meteora DLMM brief+detail; Solana DEX scout. Commerce optional.
35932
jaenster
Browser automation MCP server for Claude, powered by Puppeteer.
N/A N/A
35933
buildezai
Enables AI assistants to build complete, live websites from natural language de…
N/A N/A
35934
sjgant80-hub
MCP server for the foldkit framework, exposing 7-prime spine, κ-bands, and fold…
35935
fiale-plus
MCP server for TradingView's market screener API, enabling stock, forex, crypto…
35936
Johnbliss60
SpecForge Claim
SpecForge is a Model Context Protocol (MCP) server that connects an LLM client …
35937
weester-yan
Provides current time and timezone conversion using IANA timezone names, with a…
N/A N/A
35938
pipeworx-io
mcp-airnow Claim
Enables access to EPA AirNow real-time AQI and forecast data for US locations t…
35939
chair15
A comprehensive MCP server that enables AI assistants to control music playback…
35940
MaorAmsallem
Enables AI assistants to browse Reddit, analyze stock buzz, and detect trending…
35941
marius-cetanas
An MCP server for Apple Mail that enables Claude to read, search, manage, and c…
N/A N/A
35942
hieudt-thehumaninc
mindcore-mcp Claim
Enables AI-powered chat and DeFi operations (swap, transfer) via MCP-compliant …
35943
MCPServings
paper-mcp Claim
Search arXiv/Semantic Scholar/OpenAlex + medical evidence (PubMed/Europe PMC) +…
35944
yixiaowang2001
Enables AI agents to fetch and browse NGA game forum content, including posts, …
N/A N/A
35945
Mnehmos
Trace MCP Claim
Static analysis engine that detects schema mismatches between data producers (l…
81
35946
ezhuk
Enables LLM agents to securely monitor and control MQTT devices for building au…
35947
that-lucas
tts-mcp Claim
Profile-driven MCP server for Google Cloud Text-to-Speech that exposes tools to…
N/A N/A
35948
valu-digital
A local MCP server that bridges Claude Desktop to your WordPress site via the W…
N/A N/A
35949
madfreakz
MCP server to read daily activity, sleep, heart rate, and body metrics from Goo…
N/A N/A
35950
pdp889
Enables searching FDA food recalls and adverse event reports through natural la…
N/A N/A
Showing 35901–35950 of 67181 servers
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