MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44751
sodiq-code
SIFTGuard Claim
Enables autonomous digital forensics and incident response by wrapping SIFT Wor…
N/A N/A
44752
neeetman
frida-mcp Claim
A simple MCP server exposing persistent, scriptable Frida dynamic instrumentati…
N/A N/A
44753
sarefe12-sudo
Analyze how AI models (Claude, GPT-4o, Gemini, Perplexity, Grok, DeepSeek) see …
44754
NikhilBelwate
Enables uploading, arranging, merging, and downloading PDFs through an MCP-comp…
44755
cookiemonster0921
A self-hosted, VNC-backed MCP server that enables AI agents to control a dedica…
44756
eusef
A Model Context Protocol server that gives AI coding agents programmatic access…
44757
aplassard
boxoban-mcp Claim
Enables users to load and solve Boxoban puzzles by providing tools to get game …
N/A N/A
44758
arjunprabhulal
Enables searching YouTube videos via SerpAPI, returning video details such as t…
44759
isdmx
Converts Markdown text into interactive mind maps, supporting export as PNG, JP…
N/A N/A
44760
trqhoang
Deploy a remote MCP server on Cloudflare Workers without authentication, with c…
44761
sjcripps
Enables AI assistants to perform real-time business intelligence tasks includin…
N/A N/A
44762
adityaarsharma
Perch Claim
AI-native server intelligence layer for RunCloud-managed servers. Enables Claud…
44763
microsoft
hacked-mcp Claim
hacked by abcd
N/A N/A 95
44764
BM1-de
zammad-mcp Claim
MCP server for Zammad that focuses on workflows the standard Zammad API tooling…
44765
adam-paterson
A serverless proxy for the Graphiti MCP server, enabling AI agents to maintain …
44766 N/A N/A 95
44767
IBM
chuk-mcp-her Claim
An MCP server for querying Historic Environment Records across England and Scot…
N/A N/A
44768
cq27-dev
rag-rat Claim
Local repo-intelligence MCP for coding agents: indexes source, symbols, call gr…
N/A N/A
44769
Baneado98
Decodes Ethereum calldata and returns a safety verdict with plain-English expla…
44770
stevezhouht
Provides tools to query Chinese lottery results, check prizes, and update data …
44771
dsouzaAnush
A focused remote MCP server that enables LLMs to search and execute Slack Web A…
N/A N/A
44772
codex-curator
Enables AI agents to perform hybrid semantic+keyword search over structured mar…
44773
mnoomnoo
MCP server for searching and retrieving structured information from local resum…
N/A N/A
44774
imattas
h1-brain Claim
Connects AI assistants to HackerOne bug bounty history, program scopes, and pub…
N/A N/A
44775
mubashir1osmani
Framer MCP Claim
Give Claude full control over your Framer project — canvas, CMS, and design sys…
44776
NimbleBrainInc
Enables comprehensive issue tracking and project management through Linear's Gr…
81
44777
madprodworks-coder
Enables AI agents to deploy static websites to StaticX, including creating site…
44778
ATDev-Inc
UEMCP Claim
Enables Claude to control Unreal Engine 5 editor, spawn actors, build materials…
44779
Dangkoolwat
Enables looking up approximate location of public or specific IP addresses, ret…
44780
aancw
sanban Claim
Enables AI agents to manage kanban boards with tasks, including creating boards…
N/A N/A
44781
jahangeershaik997-dev
Enables natural language trading on Zerodha via Claude, providing tools for mar…
N/A N/A
44782
ANYLXB
Enables connecting MCP clients to local SolidWorks for automated 3D part creati…
N/A N/A
44783
keboola
Give your AI agents instant access to Keboola API documentation. Search endpoin…
N/A N/A
44784
quizlar
Quizlar Claim
Quizlar is the learning MCP server. It turns whatever source the user brings — …
44785
leosp-elbey
Enables interaction with the Swipe Saver Pro GHL location for managing contacts…
44786
bilalrana344
ShaBaas Pay MCP lets AI agents securely create PayTo agreements, initiate payme…
81
44787
JcDizzy
CC Web MCP Claim
Provides web search and page fetching tools for third-party models (e.g., DeepS…
N/A N/A
44788
Nealmalhotra
Query people and interaction transcripts from your PostgreSQL database. Quickly…
N/A N/A 95
44789
cbotworks
Hevy MCP Pro Claim
A production-ready MCP server for the Hevy fitness API that exposes 27 tools fo…
44790
safayavatsal
Sarvam-MCP Claim
A lightweight MCP server empowering LLM clients with Indic language processing:…
44791
universal-mcp
Provides a standardized interface for interacting with Tavily's tools and servi…
44792
keith-hung
Enables employee time tracking with clock-in/out, workday checking, and time lo…
44793
jaspertvdm
MCP server for AInternet — DNS, identity and messaging for AI agents, enabling …
44794
adeeljames
A lightweight MCP server that provides Claude Desktop with persistent memory ac…
N/A N/A
44795
spm1001
An MCP server that enables LLMs to search, fetch, and act on Google Workspace (…
N/A N/A
44796
hongtien1310
MCP server that reads Google Docs and Google Sheets content for AI assistants l…
44797
alpacax
Enables AI assistants to securely access and manage servers via Alpacon's zero-…
44798
Amorizz
Tubask Claim
Youtube, readable in AI chats.
44799
cloph-dsp
Downloads TikTok videos, transcribes them, suggests subreddits and titles, and …
44800
srotzin
Bridges Holepunch/Keet identity keys into the Hive DID network, enabling DID re…
Showing 44751–44800 of 66518 servers
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