MCP Server Quality Scores

Independent quality analysis of 48148 public MCP servers

48148
Discovered
29619
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48001
AdityaDREXEL
Enables AI agents to run brand-visibility audits by querying multiple AI engine…
48002
Quelvio
mcp-server Claim
Your company's brain for AI agents. Cited, permission-aware knowledge across ev…
48003
PierrunoYT
Enables high-quality AI image generation with superior text rendering using the…
81
48004
WRG-11
WinstonRedGuard monorepo bridge for MCP agents: governance, pipelines, memory, …
N/A N/A
48005
keibai-hub
Japanese court-run real-estate auctions (BIT). 5 tools, ~1,480 active listings.…
48006
YashvantHange
SuperMemory Claim
MCP-first agent learning: capture failures, validate lessons, retrieve context,…
N/A N/A
48007
cyberofficial
Serves RootApp documentation files with search and retrieval capabilities, enab…
N/A N/A
48008
zersys
Enables AI agents to inspect, log, and control React Native apps on Android emu…
N/A N/A
48009
fastmcp-me
Enables searching and retrieving content from Grokipedia, with tools for page l…
48010
horsfallnathan
A Model Context Protocol server that provides programmatic access to Firefly II…
48011
Zwondra
Live CRE analysis: Federal Reserve rates, Census 1/3/5-mile demographics, DCF m…
48012
ndungukamami-sketch
A secure MCP server that enables Claude to read, search, send, reply, forward, …
N/A N/A
48013
Swarmwage
swarmwage Claim
Hire and pay specialized AI agents in USDC on Base. Open MCP protocol above x40…
N/A N/A
48014
a-church-ai
Catholic AI compass: system prompts from Pope Leo XIV's encyclical Magnifica Hu…
N/A N/A
48015
schwarztim
Enables AI assistants to manage Empire listeners, stagers, agents, modules, and…
48016
soulnai
Enables accessing and querying Dutch government open datasets from CBS and data…
48017
HadyAhmed00
Android-MCP Claim
Enables AI agents to control Android devices and emulators through direct UI in…
N/A N/A 95
48018
nivaya
chron Claim
Timestamped audit log for every AI conversation — stored locally in SQLite, own…
N/A N/A
48019
SebastienGal
Émile Claim
MCP server for the Émile wine cellar — list, add, recommend, scan and search 10…
48020
Adgentek
adsmcp Claim
MCP-native ad server. Monetize AI chatbots and agents with conversational ads.
48021
felores
A security-hardened MCP server for TickTick that enables managing your tasks di…
48022
solatis
An MCP server that provides a flexible lens into directory structures and files…
N/A N/A
48023
mathiaschu
Enables AI assistants to manage Google Ads accounts by providing tools for quer…
N/A N/A 95
48024
fsans
MCP server for FileMaker Server OData 4.01 API integration, enabling AI assista…
48025
BillionVerify
Connects AI assistants to BillionVerify email verification via the Model Contex…
48026
niawjunior
Open Context Claim
AI context management for codebases – enables Claude Code to read, search, and …
48027
sham-devs
mcp-md-pdf Claim
Converts Markdown files to Word (.docx) and PDF documents. Supports .dotx templ…
N/A N/A
48028
RecallWorks
recall Claim
Open-source MCP memory server. Persistent, searchable, tiered memory across ses…
N/A N/A
48029
rohanmistry231
Claude-OS Claim
A concise Claude reference bundle for developers, covering commands, MCP server…
N/A N/A
48030
yakumo123118
mumuai Claim
N/A N/A 95
48031
master997
cuad-audit Claim
An MCP server that audits a contract liability clause against a derived company…
N/A N/A
48032
adamcwade
quake-mcp Claim
MCP server wrapping the USGS Earthquake Hazards API, enabling AI assistants to …
48033
Regsorm
code-index Claim
Rust code index MCP server with native 1C:Enterprise (BSL) support. 25 tools. S…
N/A N/A
48034
yuhuison
wiki-mcp Claim
N/A N/A 95
48035
chayan-1906
FS-MCP Claim
Provides Claude with complete file system integration including directory manag…
N/A N/A
48036
IronLain88
Connects AI agents to The Agents Hub, visualizing them as pixel characters on a…
48037
kamath
#docs Claim
A documentation MCP server, such that you can ask a question like: - "How do I…
N/A N/A 95
48038
CSOAI-ORG
lorem-ipsum-ai-mcp MCP server by MEOK AI Labs
N/A N/A
48039
mobileappbyharis
Enables AI agents to access paid tools like crypto prices, weather, translation…
N/A N/A
48040
agentfi
Give your AI agent a wallet. AgentFi provides 10 MCP tools for executing DeFi t…
N/A N/A 95
48041 N/A N/A 95
48042
mfoster5303-1
Enables natural language trading operations for stocks, options, crypto, and po…
81
48043
panenotgeor
# API Marketplace MCP Server Real-time product data from Amazon, eBay, Walmart…
81
48044
bgauryy
Enables AI assistants to intelligently search and explore local file systems us…
N/A N/A 95
48045 N/A N/A 95
48046
CSOAI-ORG
UK AI Regulation Compliance MCP. Automates audits against the UK AI White Paper…
N/A N/A
48047
cornelcroi
Enables users to ask questions about their spreadsheets in plain English and re…
N/A N/A 95
48048
NeoDrew
chromeflow Claim
Lets Claude Code or Codex CLI drive your real Chrome — sessions intact, 28 brow…
N/A N/A
48049
AutoRFP
AutoRFP.ai Claim
Search AutoRFP.ai projects, requirements, content library, and tags for Q&A and…
48050
Nishant-Chaudhary5338
9 MCP servers for React/TypeScript — dep auditing, a11y, test gen, and TypeScri…
N/A N/A
Showing 48001–48050 of 48148 servers