MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53651
dragonejt
MCP Server for Apache Iceberg, enabling users to read, query, and manipulate da…
81
53652
danielfsbarreto
Enables kicking off deployed CrewAI workflows and inspecting their status and r…
N/A N/A
53653
moaaz01
Aggregate, route, and orchestrate multiple MCP backend servers behind a single …
53654
XiaYeAI
Provides a Model Context Protocol server to integrate Vercel API for managing p…
53655
sebringj
Autonomo MCP Claim
Gives AI coding assistants live, structured access to running apps' state and U…
N/A N/A
53656
@kamath
notion Claim
81
53657
pipeworx-io
Enables searching and querying open government geospatial datasets from ArcGIS …
53658
AlexanderKaan
UIcockpit Claim
Generate a design system from a brief, then verify your AI stays on it.
N/A N/A
53659
solmon2011
Enables AI agents to integrate with Guardrails to check user values, make align…
81
53660
ultrathinker
Tabduct Claim
Enables CLI coding agents to interact with your live browser tabs via MCP, usin…
N/A N/A
53661
8bitsats
A server that connects to the xAI/Grok image generation API, allowing users to …
81
53662
AINative-Studio
Full Google Ads, Analytics & Tag Manager lifecycle MCP for AI agents — 57 tools.
N/A N/A
53663
janschachtschabel
MCP server for WirLernenOnline.de that enables searching and retrieving educati…
53664
contacto291
AI agent platform: manage leads, conversations, bots, calendar and CRM via MCP.
53665
mako10k
Enables storing, searching, and discovering knowledge connections using associa…
N/A N/A
53666
lstpsche
MCP server that provides 22 tools to manage Apidog API documentation, including…
53667
yash194
Recall Claim
MCP server providing AI agents with a typed-edge graph memory layer that enable…
53668
eng213035
Deep, obscure Japanese station, accessibility & hazard data for AI agents. Engl…
53669
ppronobis
A local MCP server for analyzing DATEV bookkeeping data in natural language. It…
N/A N/A
53670
RGLgg
rgl-mcp Claim
Enables querying RGL.gg competitive TF2 data through natural language, resolvin…
53671
alexcc4
Enables AI assistants to securely interact with MySQL databases, including list…
N/A N/A
53672
chanmeng666
archlang-mcp Claim
Compile, describe, lint, validate, score and repair multi-storey and curved Arc…
N/A N/A
53673
dshurick
MCP server for integrating Linear with Claude Code and other MCP clients. Enabl…
N/A N/A
53674
filhocf
Enables AI agents to intelligently match tasks to skills through semantic embed…
N/A N/A
53675
nityeshaga
Enables Claude Code to manage Hetzner Cloud servers, including creating, deleti…
53676
frazierlee
OneSocial Claim
OneSocial — The Professional Operating System™ Find vetted freelancers, creati…
81
53677
rasinmuhammed
misata-mcp Claim
Generate realistic multi-table synthetic datasets from plain English. Supports …
N/A N/A
53678
gorizond
An MCP server that provides tools for retrieving and processing documentation t…
53679
BranderUX
mcp Claim
One message in, a full agentic application out: website and MCP app, live. Buil…
53680
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
53681
oeken
Enables AI clients to seamlessly take HubSpot actions and interact with your Hu…
53682
cvagner
MCP server for geocoding French addresses, POIs, and cadastral parcels using th…
53683
cyberofficial
Serves RootApp documentation files with search and retrieval capabilities, enab…
N/A N/A
53684
jonasgantner
Linear MCP Claim
Custom MCP server for Linear that enables managing issues, projects, and worksp…
N/A N/A
53685
zmzhace
A feature-rich Model Context Protocol server built with FastMCP that provides v…
81
53686
chameleonscool
A multi-modal user intent collection MCP server that allows AI agents to ask us…
53687
ArkTechNWA
A federation MCP server that sits in front of multiple memory backends and pres…
53688
tathagat22
plumb-mcp Claim
Local Figma MCP server with no REST rate limits, no metered tool-call quotas, a…
N/A N/A
53689
CSOAI-ORG
EU MDR (Reg 2017/745) and IVDR (Reg 2017/746) compliance for medical device + I…
N/A N/A 95
53690
moxiespirit
Futures volatility intelligence: forecasts, regime detection, signals, and anal…
N/A N/A 83
53691
oranger07
MCP server for retrieving and verifying audit regulations, clauses, and audit i…
N/A N/A
53692
makeev
alphai-mcp Claim
Real-time, AI-enriched financial news for trading agents: full-text & ticker se…
53693
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
53694
shahrear33
mcp-oauth Claim
FastMCP server with Bearer token authentication mounted on FastAPI, including O…
53695
Lucid-Systems-LLC
On-device Apple Intelligence as MCP tools for macOS — OCR, tables, entity detec…
N/A N/A
53696
HZZY2019
cook-mcp Claim
MCP server that provides cooking recipe lookup, classification, and weekly meal…
53697
fastmcp-me
IcebergMCP Claim
Enables natural language interaction with Apache Iceberg Lakehouse tables throu…
53698
Courouge
EU customs code search (HS, NC8, TARIC): tariff classification and duty rates
N/A N/A
53699 N/A N/A 95
53700
alfmorais
Simulates and intermediates integrations with SAP via OData, exposing automated…
Showing 53651–53700 of 67226 servers