MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31851
Scored
2112
Verified
16953
Complete

Last updated 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40901
ptamb3
MCP server to interact with the Shortcut project management API, providing 73 t…
N/A N/A
40902
1999AZZAR
Enables advanced file system operations such as file read/write, directory mana…
N/A N/A
40903
softvoyagers
pagedrop-api Claim
Free instant HTML hosting API with paste, file upload, and ZIP deploy support. …
95
40904
g2dgaming
An MCP server that enables AI assistants to manage your Radarr movies and Sonar…
40905
dotcollective-joel
Enables interaction with Productive.io task management platform, allowing users…
40906
isakskogstad
Enables searching and retrieving detailed information about Swedish companies, …
81
40907
alleneee
MCP server for controlling Xiaomi/Mi Home smart devices via natural language, s…
40908
santarosalia
Enables searching and browsing Korean legal documents from a local git clone of…
N/A N/A
40909
Kijun0708
Enables Claude Code as a team leader to delegate tasks to GPT and Gemini expert…
N/A N/A
40910
duraisamy-gokul
MCP server that exposes code review tasks from the Fix My Comments VS Code exte…
N/A N/A
40911
rcd27
Enables interaction with Wildberries Finances API to retrieve financial reports…
40912
dazaffino
MCP server that exposes read-only YubiKey management tools (info, FIDO2, PIV, O…
N/A N/A
40913
answerrocket
Connects AI assistants to AnswerRocket's Max AI platform, enabling access to Ma…
40914
Webxspark
Provides read-only access to legacy MongoDB instances (<4.0) via the Model Cont…
40915
Roee-Tsur
WhatsApp MCP Claim
Send WhatsApp messages from your own personal number via AI assistant, with con…
N/A N/A
40916
cnghockey
sats-for-ai Claim
Bitcoin-powered AI tools via Lightning Network micropayments (L402). Image, tex…
81
40917
MBAD753
hubspot-mcp Claim
A read-only MCP server that exposes HubSpot CRM data (contacts, deals, companie…
40918
paean-ai
DEX trading MCP server enabling autonomous token swaps on Base (Uniswap v3) and…
N/A N/A
40919
ai-supply-store
ai-supply Claim
Search, install, publish & review security-scanned AI capabilities from ai-supp…
N/A N/A
40920
globodai-group
Enables AI assistants to manage Cloudflare DNS zones and records, including lis…
40921
strvmarv
total-recall Claim
Persistent, cross-tool memory for AI coding assistants, enabling context retent…
40922
jeddog16
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
40923
Anuj7411
Sipcode Claim
Context hygiene for Claude Code: drift detection, re-read dedup, and token anal…
N/A N/A
40924
lucasbenevinuto
gitbook-mcp Claim
MCP server that exposes 39 tools for GitBook API automation, enabling AI agents…
40925
postalform
MCP server that lets AI agents create reviewable physical mail drafts, validate…
40926
DioNanos
Searchable agent memory: BM25 corpus recall, original-text injection, remember/…
N/A N/A
40927
dannyg-sys
Enables AI assistants to manage Odoo development environments by providing tool…
N/A N/A
40928
okapi-ca
A Model Context Protocol server for Microsoft 365 administration using Graph AP…
40929
shannonbay
Conductor Claim
Provides a persistent hierarchical task tree for LLM agents, enabling them to d…
N/A N/A
40930
Derron-Knox
Enables AI assistants to manage BookStack knowledge bases with tools for creati…
40931
sjgant80-hub
Model Context Protocol server that lets Claude Desktop/Code drive a headless as…
N/A N/A
40932
akhileshvj
Enables searching arXiv papers and retrieving paper metadata through MCP tools.
N/A N/A
40933
karavaev-evgeniy
Model Context Protocol (MCP) server for Node-RED — allows language models (like…
40934
kuklaph
Enables LLMs to interact with Cascade CMS via REST API, supporting asset CRUD, …
40935
Tire-Rack-Innovation
MCP server for Confluence Cloud that enables searching, reading, managing docum…
40936
cristotodev
An MCP server that integrates with the FacturaScripts ERP system, providing res…
40937
Vivekpatil200320
cyberrescue Claim
A locally-hosted MCP (Model Context Protocol) server that gives Claude real too…
N/A N/A
40938
Nice-Wolf-Studio
Provides professional market data access via DataBento API, including real-time…
40939
GreenFlux
MCP server providing access to Handsontable documentation for AI-powered code g…
N/A N/A
40940
rossja
URL Agent Claim
MCP server for intelligent web crawling using a ReAct agent. Adaptively explore…
40941
Abol1644
telegram-mcp Claim
MCP server that enables AI agents to send messages, photos, polls, and receive …
40942
12211725-star
A real security scanning MCP server for medical information systems, supporting…
40943
duguobao812718-wq
Scout Claim
Enables AI agents to perform comprehensive search across 27 search engines incl…
40944
cmwen
Automates setup of local development environments for Python, Node.js, Flutter,…
N/A N/A
40945
fozagtx
tonmcp Claim
N/A N/A 95
40946
raghavharness
Persistent SSH sessions for AI assistants, enabling long-running remote shell c…
N/A N/A
40947
Captain-Jay29
polyg-mcp Claim
A multi-graph memory MCP server that traces cause-effect chains across semantic…
N/A N/A
40948
aitorgarcia21
ifg-tax Claim
International tax research — 213 jurisdictions, 500K+ legal documents.
N/A N/A 83
40949
RRS-repositories
crm-mcp Claim
Bridges Claude Code to the Rowan Rose CRM, translating MCP tool calls into REST…
40950
prabhakar1234pr
Enables Claude to search AI/ML jobs across Greenhouse, Lever, and Adzuna, with …
Showing 40901–40950 of 66534 servers
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