MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29507
Scored
2112
Verified
16952
Complete

Last updated 2 hours ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44851
octobrain Claim 1
Persistent memory for AI assistants with semantic search and knowledge graph re…
N/A N/A 81
44852
pipeworx-io
Enables querying the EBI Expression Atlas for gene expression data across speci…
44853
al928132
Enables Claude Code to save, list, and read markdown notes directly from conver…
N/A N/A
44854
ginkida
Enables AI assistants to manage Portainer container environments through natura…
44855
pouyasadri
An MCP (Model Context Protocol) server that inspects your local development env…
N/A N/A
44856
Gaivoronsky
huntflow-mcp Claim
MCP server for HuntFlow ATS API v2, providing tools to manage vacancies, candid…
44857
FuzzingLabs
SecPipe Claim
Enables AI agents to orchestrate security research workflows by connecting to c…
N/A N/A
44858
bizopsyello
Enables interaction with Perplexity AI through MCP tools for chatting, searchin…
44859
CainDez
mcp-gitee Claim
Full-featured MCP server exposing 200+ Gitee API v5 endpoints for repository, i…
44860
mcpflow
sourcesage Claim
SourceSage is an MCP server that efficiently memorizes key aspects of a codebas…
N/A N/A
44861
AutomateLab-tech
Vendor-agnostic MCP server that audits, scores, and rewrites web pages for AI-c…
44862
gamandeepsingh
Enables AI models to interact with the Zerodha trading platform for portfolio m…
44863
janedouat
mcp-test-2 Claim
N/A N/A 95
44864
WeModulate
An MCP server that enables AI-powered music production by allowing Claude to co…
N/A N/A
44865
VincenzoImp
MCP server that exposes job search data from multiple boards, enabling clients …
44866
zitlem
A message broker enabling coordination between multiple Claude Code terminals t…
81
44867
a2welt
ai-act-mcp Claim
Enables EU AI Act compliance assessment by classifying AI systems, listing obli…
N/A N/A
44868
alittleyellowkevin
HDFS MCP Server Claim 1
A Model Context Protocol server that enables interaction with Hadoop Distribute…
81
44869
blockchainacademics
bca-mcp Claim
The canonical crypto MCP server for AI agents, providing access to 3,500+ edito…
44870
pablonortiz
This MCP server enables real-time debugging and inspection of running React Nat…
N/A N/A
44871
panxingfeng
基于MCP技术,实现微信聊天记录获取和消息发送的自动化操作,支持获取指定日期的聊天记录、向单个或多个好友发送消息。
N/A N/A
44872
ma-za-kpe
Launch voice collection campaigns for feature phones, list active tasks, and mo…
N/A N/A 95
44873
Jelloeater
ulanzi-mcp Claim
MCP server and CLI for controlling Ulanzi TC001 Smart Pixel Clock via AWTRIX3 H…
44874
elementalcollision
Enables AI agents to securely query VAST Data databases for schema, metadata, a…
44875
clpi
down-mcp Claim
N/A N/A 95
44876
pipeworx-io
Enables querying the Cleveland Museum of Art's open access API to search artwor…
44877
BrunoPessoa22
67+ tools for fan token intelligence: whale flows, signal scores, sports calend…
81
44878
temurkhan13
MCP server for verifying AI agent claims vs reality — single-transcript inline …
N/A N/A
44879
pulspeed
Enables AI agents to monitor website performance by scanning sites, retrieving …
44880
spajjuri.pro
vsfclubnew3 Claim
N/A N/A 95
44881
cdmarshall14
Provide a standardized interface to access and manage HubSpot CRM data efficien…
N/A N/A 95
44882
fysh1010
Enables searching and reading novels from FanQie Novel platform through MCP, su…
44883
BM1-de
zammad-mcp Claim
MCP server for Zammad that focuses on workflows the standard Zammad API tooling…
44884
Pautthead
Read-only X/Twitter research MCP server allowing AI assistants to search viral …
44885
koen
adpage Claim
N/A N/A 95
44886
evgeninho69
timeweb-mcp Claim
Local MCP server for Timeweb Cloud that enables running any twc CLI command and…
N/A N/A
44887
nahtheking
MCP server for connecting to Microsoft Fabric and Power BI semantic models, ena…
44888
NektoNeo
mpc2 Claim
N/A N/A 95
44889
smurfy92
MCP server bridging Claude Code to the OpenClaw gateway management plane via JS…
N/A N/A
44890
nexai
Nex.Ai Claim
81
44891
info-00wt
HemmaBo Claim 1
MCP server for vacation rental direct bookings. Search properties, check availa…
81
44892
kishanssg
vexo-mcp Claim
Unofficial MCP server for Vexo analytics. Enables querying event names, counts,…
44893
beilunyang
Enables AI assistants to interact with WordPress blog systems for automated con…
44894
furkankoykiran
upwork-mcp Claim
Connects AI agents to Upwork's GraphQL API, enabling job discovery, proposal ma…
44895
Ezeh8
An auditable MCP gateway with JWT authentication and PostgreSQL audit logs, exp…
44896
GarethWright
A comprehensive MCP server for the Pipedrive CRM API, enabling AI assistants to…
44897
ranjanvipul88
A security-hardened MCP server that wraps the eToro public API, enabling AI ass…
44898
silentnw
Website audit tool for small businesses. Built in the Pacific Northwest, servin…
81
44899
Satsuj1n
xp-mcp Claim
Talk to your XP Investimentos portfolio through Claude — 100% local, read-only,…
N/A N/A
44900
aviral-mishra-1008
Monitors Jenkins CI builds in real-time, fetching build status and logs on fail…
N/A N/A
Showing 44851–44900 of 45235 servers
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