MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57051
Deep-Intelligent-Pharma
A server that provides translation capabilities using TranslationX API, enablin…
N/A N/A
57052
comb0815
A personal investment assistant MCP that selects and translates disclosures and…
N/A N/A
57053
pinnedai
pinnedai-mcp Claim
Stops your AI from re-introducing bugs, leaking provider keys, or weakening tes…
N/A N/A
57054
offscriptpontus
Enables AI-powered slide deck creation using natural language, allowing users t…
N/A N/A
57055
glassBead-tc
A production-ready MCP server for Airtable that enables programmatic management…
57056
olegzhr
Simulates security attacks by providing LLM attack test payloads to validate Mo…
57057
puxu-msft
neighbors Claim
Enables multiple Claude Code sessions to communicate and coordinate through bro…
N/A N/A
57058
SebastianGilPinzon
Enhanced fork of Google's Colab MCP, pre-registers all 7 notebook tools at sta…
N/A N/A
57059
James-Server-Admin
kb-gateway Claim
HTTP MCP gateway enabling remote agents to query a learning corpus combining Pi…
57060
darkelf1004
myproject Claim
N/A N/A 95
57061
xenoroses
aletheia-mcp Claim
Secure multi-agent runtime validation engine with Docker sandbox execution and …
N/A N/A
57062
camoran89
MCP server that provides code validation rules and analysis for various stacks/…
57063
ploughran
A mock MCP server for small parcel operations, providing tools to track package…
57064
andrewconnell
senja-mcp Claim
An MCP server that enables AI assistants to list, retrieve, and create testimon…
N/A N/A
57065
degibug-del
laserbrain Claim
Enables AI to sense, tend, and communicate with a continuous weather field simu…
N/A N/A
57066
brendadeeznuts1111
Provides betting intelligence and analytics tools including exposure, CLV, shar…
57067
admin-noez
CPFHub.io is a Brazilian CPF lookup and validation API built for developers. Th…
81
57068
Polly2014
An MCP server that intelligently splits large pull requests into multiple small…
N/A N/A
57069
tw-haiven
Connects AI tools to your organization's Haiven prompts, allowing seamless acce…
N/A N/A
57070
praveenc
Model Context Protocol (MCP) server for web content fetching and extraction. En…
57071
malkreide
MCP server connecting AI models to Swiss Federal Food Safety and Veterinary Off…
57072
Hesccc
Enables AI models to safely execute pre-defined Linux shell commands with a whi…
N/A N/A
57073
mattcoatsworth
A comprehensive MCP server for managing Zendesk Support, Talk, Chat, and Guide …
57074
nimbus21
Lets AI coding agents control and inspect a live Chrome browser via MCP, provid…
N/A N/A
57075
tonycai
Provides a lightweight MySQL database interface via stdio, enabling query execu…
N/A N/A
57076
BilliumHQ
Billium Claim
Official Billium MCP server: manage crypto invoices, payments, and webhooks fro…
N/A N/A
57077
ali-master
mikrotik-mcp Claim
Turns a MikroTik router into 310 MCP tools for AI-driven configuration over SSH…
57078
stanic-mah
BridgeDesk Claim
A desktop launcher and local MCP workspace server that enables ChatGPT and othe…
57079
jaij52
A FastAPI MCP server that provides access to NewsAPI.org for fetching top headl…
N/A N/A
57080
Aimino-Tech
Rust-native MCP server for Office document processing
N/A N/A
57081
Thaylo
astrograph Claim
An MCP server that detects duplicate code using AST graph isomorphism, blocking…
N/A N/A
57082
ppl-ai
perplexity-ask Claim
Connector for Perplexity API, to enable real-time, web-wide research.
86
57083
ertekinno
arena-mcp Claim
Enables AI agents to interact with Are.na for creative research and knowledge c…
57084
huangmy157
shopify Claim
N/A N/A 95
57085
weather-mcp Claim 1
A simple MCP server for getting weather information.
N/A N/A 81
57086
vanppsa
Classifies development task complexity (LIGHT/MEDIUM/HEAVY) and recommends the …
57087
kcaitech
A server based on Model Context Protocol that processes and parses design files…
N/A N/A 95
57088
avac22
OpenAI-compatible gateway and native MCP server for Xiaomi MiMo models, enablin…
57089
CooperCyberCoffee
This MCP server connects Claude Desktop to OpenCTI for AI-augmented threat inte…
N/A N/A
57090
Joel-hanson
Enables interaction with Kafka clusters via MCP, supporting topic management (l…
57091
devops-autotools
MCP Gateway Claim
A TypeScript gateway that aggregates multiple MCP servers into a single endpoin…
57092
BauplanLabs
Enables AI assistants to interact with Bauplan lakehouse operations, including …
57093
miloira
Enables AI assistants to search local files on Windows using the Everything sea…
N/A N/A
57094
arizen-dev
deepseek-mcp Claim
Enables using DeepSeek models as a small, cheap supervised worker from any MCP-…
57095
lab-dados
Public MCP server for querying Brazilian court jurisprudence, processes, and co…
57096
ACSGenUI
A configurable MCP server that enables creating custom analysis tools through J…
N/A N/A
57097
CallZero-ai
Enables AI assistants to make phone calls via CallZero service, with tools for …
N/A N/A
57098
MAX208V
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
57099
joseairosa
Recall Claim
Provides persistent, cross-session memory for AI agents, allowing them to store…
57100
woodstocksoftware
An MCP server for managing K-12 assessment question banks with IRT metadata, en…
N/A N/A
Showing 57051–57100 of 57160 servers