MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
66701
dragan-mytime
mytime-mcp Claim
Remote MCP server for MY:TIME's competitive intelligence platform. Enables quer…
66702
luckinbyte
cdbmcp Claim
Enables AI clients to inspect live memory of a running C++ process on Windows u…
N/A N/A
66703
codegoddy
Validates AI-generated code against actual codebases to catch hallucinations, d…
N/A N/A
66704
ampcome-mcps
A simple MCP server for Momento Cache enabling get, set, list, create, and dele…
66705
vbhaskarrao
sfmcMCP Claim
Enables managing Azure Service Fabric Managed Clusters through the Azure REST A…
66706
dinglebear-ai
UniFi RMCP Claim
Rust MCP server and CLI for UniFi Network controller operations.
N/A N/A
66707
web3yaso
Citely-x402 Claim
An MCP server that gates content and tools behind x402 stablecoin micropayments…
66708
JNPRAutomate
Enables remote execution of Linux commands via SSH, supporting system monitorin…
66709
horiastanxd
claude-init Claim
Generates AI context files (CLAUDE.md, AGENTS.md, Cursor/Windsurf/Cline/Continu…
N/A N/A
66710
yesitsfebreeze
mesh Claim
A cross-agent communicator MCP server providing presence, resource locks, and d…
N/A N/A
66711
darknodebros
Conectica Claim
An MCP server that enables multiple AI models (Claude, ChatGPT, Gemini) to shar…
N/A N/A
66712
Abraxas1010
Secure USDC payments for AI agents on Base blockchain with budget controls and …
N/A N/A 83
66713
dmang-dev
mcp-bizhawk Claim
Drive the [BizHawk](https://github.com/TASEmulators/BizHawk) multi-system emula…
N/A N/A
66714
zoro
goals Claim
Goals MCP provides tooling for the six goal flows (`/save`, `/home`, `/invest`,…
81
66715
LoudiliMed
Refract Claim
MCP proxy that compresses tool schemas on the fly. Up to 98% token reduction, 1…
66716
Bigred97
rba-mcp Claim
Query the RBA in plain English — cash rate, FX, lending and deposit rates.
N/A N/A
66717
AJSMonty
adobe-mcp Claim
Drive Adobe CC (AE, Photoshop, Illustrator, Premiere, Character Animator) from …
N/A N/A
66718
aos-standard
MCP Blast-Radius Auditor — statically extract what an MCP server can touch and …
N/A N/A
66719
eventtrader
AI prediction market trading — real-time data, CLOB exchange, 30+ tools
N/A N/A
66720
JuanCMPDev
Mediabox MCP Claim
Self-hosted media server with AI-powered management via MCP, providing tools fo…
66721
anp2protocol
Economic protocol for AI agents — identity + reputation + credit + Sybil resist…
N/A N/A
66722
babyagecalculator
baby-age Claim
Free hosted MCP server by Baby Age Calculator: exact baby age, zodiac, and mile…
66723
ryan-knowone
Queries real-time AI subscription quota for Claude Code Max, Kimi, and Z.ai. To…
66724
OmarArias-Gaguancela
vmd-mcp Claim
Enables control of VMD2 for molecular dynamics analysis through natural languag…
N/A N/A
66725
Real-time web search, reasoning, and research through Perplexity's API
N/A N/A 81
66726
AiAgentKarl
MCP server for enterprise authentication and authorization — JWT validation, OI…
66727
Armigerous
Checks npm and PyPI packages for outdated versions, deprecation status, and bre…
66728
benmilne-com
benmilne Claim
Search and read essays by Ben Milne on payments, stablecoins, and company build…
66729
kitepon-rgb
IP-MCP Claim
Enables natural language access to Japanese patent information through the JPO …
66730
davinoishi
An MCP server that lets AI assistants check single URLs, scan HTML content, and…
N/A N/A
66731
cuongpo
Enable AI assistants to interact with the Aptos blockchain testnet by managing …
N/A N/A 95
66732
jnilrac
Paid MCP web research for agents: search, extraction, citations, and x402 payme…
66733
krystiangw
Enables Claude to speak responses out loud using ElevenLabs text-to-speech API,…
66734
devilcoder01
Access real-time weather data for any location using the WeatherAPI.com API, pr…
81
66735
SerhiiOberemchuk
Obriym CRM Claim
Operate Obriym CRM from your AI assistant: leads, deals, orders, products, dash…
66736
fieldcure
rag Claim
MCP RAG server with hybrid search, multi-KB support, and AI-powered chunk conte…
N/A N/A
66737
rakesh1002
namemyapp Claim
Buy and manage domains end-to-end from inside Claude / ChatGPT / Cursor. The ag…
81
66738
pdfops
pdfops-mcp Claim
Deterministic PDF tools for AI agents: inspect fields, fill forms, merge PDFs, …
N/A N/A
66739
techniondigitalsolutions
Odoo MCP Claim
Safety-first Model Context Protocol server for Odoo that enables AI assistants …
N/A N/A
66740
oussama-kh
Enables hot-swapping llama.cpp models in a running Claude Code session via laun…
N/A N/A
66741
The-Thought-Magician
An enhanced browser automation MCP server that solves token limit issues throug…
N/A N/A
66742
xmkoh
An offline MCP server that provides LangChain and LangGraph documentation searc…
66743
tac0de
Turn Obsidian notes into agent-ready context, preview-only plans, and safe repo…
N/A N/A
66744
event4u-app
Universal AI Agent OS — governed skills, rules, and commands for AI coding assi…
66745
LioMatthys
DroidPilot Claim
Drive an Android phone over ADB and expose it to AI agents via MCP, enabling na…
N/A N/A
66746
christianhoustonfloyd
schema-viz Claim
A local MCP server that renders a database schema as an interactive, dbdiagram.…
N/A N/A
66747
jesec
retell Claim
N/A N/A 95
66748
guigatrotta
Enables reading and writing Google Sheets using API key or service account, wit…
66749
flytam
Offline documentation and API method queries for multiple cryptocurrency exchan…
N/A N/A
66750
mariadb-RupeshBiswas
A read-only BigQuery MCP server with auto-LIMIT injection, dry-run cost guard, …
Showing 66701–66750 of 67181 servers