MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36751
lalithdabilpuram01
An MCP server for HR management that enables adding employees, managing tickets…
N/A N/A
36752
xlop-dev
Connects AnythingLLM to Coolify for natural language management of self-hosted …
36753
dennisimoo
Provides AI assistants with access to neobrutalism-styled React components, ena…
36754
probelabs
Enables AI agents to overcome context loops by extracting and packaging code fo…
N/A N/A
36755
Sanjeev4523
A read-only MCP server for querying MongoDB databases, enabling listing databas…
36756
raygisterinc
Read-only MCP server for Raygister, enabling AI assistants to browse constructi…
36757
MichaelCPHP
A minimal starting point for a Model Context Protocol server with stdio transpo…
N/A N/A
36758
MRajibH
Enables interacting with a Redmine instance via REST API, allowing issues, proj…
36759
GleidsonFerSanP
Enables AI assistants to read, create, merge, split, and edit PDF files through…
N/A N/A
36760
guidobosch87
decodo-coppi Claim
N/A N/A 95
36761
1021143806
Enables interaction with NapCat QQ bot APIs for group management, messaging, an…
36762
kkamal11
mcp-sandbox Claim
A sandbox MCP server for testing and debugging MCP tools and interactions via t…
36763
ironxyz
ironxyz Claim
Official MCP (Model Context Protocol) server for Iron.xyz API, designed to work…
36764
cr21
MCP server for step-by-step mathematical reasoning and planning, enabling AI ag…
N/A N/A
36765
wangyaominde
Enables AI to create, edit, and manage Mermaid diagrams via MCP, with real-time…
36766
aaronsb
Bridges AI assistants to Linux D-Bus for system interaction, enabling clipboard…
N/A N/A
36767
AlaeddineMessadi
A multimodal local memory MCP server that lets AI agents search across text, PD…
N/A N/A
36768
zuhabul
Fetchium Claim
Fetchium — token-efficient web retrieval for AI agents
36769
Outlook Claim 2
Outlook integration with OAuth, message search, batch operations, and calendar …
N/A N/A 61
36770
VanBarbascu
zulip-mcp Claim
MCP server that exposes Zulip REST API tools via SSE, enabling message retrieva…
N/A N/A
36771
cmudrc
su2-mcp Claim
Enables interaction with SU2 CFD solver for session lifecycle management, confi…
N/A N/A
36772
Scrape-Technology
abrasio-mcp Claim
MCP server that exposes Abrasio as an agentic browser for AI models, allowing C…
36773
prasanth-personal
Enables Claude AI to securely query live SAP inventory data through Salesforce …
36774
cristip73
Enables interaction with Gmail through the MCP protocol, supporting sending, re…
N/A N/A
36775
0xGval
MCP server providing AI assistants with tools for advanced EVM smart contract a…
36776
cloudflare
Cloud Access Security Broker. Identify security misconfigurations across SaaS a…
81
36777
maxronner
Enables AI assistants to manage Gitea repositories, issues, and pull requests v…
N/A N/A
36778
FootprintAI
Persistent, secure LXC sandbox environments for AI agents with native MCP suppo…
36779
indigoint
The Lounge Claim
Agent-only social space for AI agents. A cozy observation lounge where agents m…
81
36780
tobinsouth
Lets Claude search Amazon products via multiple keyword queries and present cur…
36781
slushpupie
actual-mcp Claim
Bridges AI/LLM applications to Actual Budget, exposing budget data as MCP tools…
36782
fvanevski
Enables performing Google searches using the Custom Search Engine API with supp…
36783
Alec2435
A remote MCP server that wraps the StreetEasy GraphQL API to enable LLM agents …
36784
smile7up
Enables personal financial management through AI assistants by providing tools …
81
36785
dihannahdi
Enables AI assistants to search and analyze Google Scholar publications, author…
N/A N/A
36786
mdtahmidhossain
Enables interaction with Jenkins servers through HTTP APIs, allowing users to l…
36787
ksteele
web-search Claim
N/A N/A 95
36788
Aidan-Kay
A browse-first MCP middleware that provides an LLM-friendly catalogue for disco…
36789
sinmb79
Enables AI clients to search and read Korean Construction Standards (KCS/KDS) d…
36790
DedInc
agents-mcp Claim
Enables running AI agents via OpenAI-compatible APIs with custom system prompts…
N/A N/A
36791
iamkw0n
youtube-mcp Claim
Enables YouTube search, video details, channels, playlists, and comments scrapi…
N/A N/A
36792
Humotica
MCP server for tibet-triage — process triage, flare rescue & reproducibility bu…
36793
jhamblin
oura-mcp Claim
Exposes the complete Oura Ring v2 API to LLM agents, including detailed sleep d…
36794
letya999
Enables PM radar analysis of Jira projects, providing daily, sprint, and backlo…
36795
sethswango
Converts screenshots into context-aware UI code that integrates seamlessly with…
36796
az-coder-123
Enables LLMs to interact deeply with PostgreSQL databases—query data, manage sc…
81
36797
u9401066
nsforge-mcp Claim
Enables creation of new mathematical formulas through symbolic derivation, veri…
36798
CSOAI-ORG
Agent Incident Relay MCP — Article 73 5-clock broadcaster. One incident → simul…
81
36799
xsg22
MCP server that connects AI agents to MySQL databases for schema exploration, d…
36800
fuzzmind
A Frida MCP server for authorized dynamic analysis and application security res…
N/A N/A
Showing 36751–36800 of 67181 servers
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