MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29776
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53751
SolHunt
Solana wallet health analysis platform and top-notch dev tool. Helps people and…
N/A N/A 95
53752
hello-vjvd
Bespoke cricket travel specialist with two decades of experience. Search tours,…
N/A N/A 95
53753
brian-mitchell-sec
Sandbox workspace tools: search, file read, DB queries, integrations. Returns s…
53754
YimingYAN
Enables Gmail label management with tools to list, create, delete labels, and m…
N/A N/A
53755
open-pgx
openpgx Claim
Enables AI-driven pharmacogenomic analysis by querying structured genetic varia…
53756 N/A N/A 95
53757
CSOAI-ORG
String Utils Ai tools for AI agents. Capabilities: slugify, camel to snake, tru…
N/A N/A
53758
Akhilucky
Multi-agent LLM security layer detecting prompt injection and jailbreaks.
N/A N/A
53759
pipeworx-io
Enables querying Yu-Gi-Oh! TCG card data, such as card information, sets, and p…
53760
clauxel
Remote MCP for MCP consent scope receipt, structured receipts, audit logs, and …
53761
getaiready
AST-aware TypeScript/JavaScript codebase exploration for AI agents, providing h…
N/A N/A
53762
glommer
cachebro Claim
Provides file caching and diff tracking for AI coding agents, reducing token us…
N/A N/A
53763
Adamovskiy
test Claim
N/A N/A 95
53764
Eclipse-XV
See setup blow. Enable AI agents to interact with Twitch streams by sending cha…
N/A N/A 95
53765
SocialAPI-AI
socialapi Claim 1
MCP server for SocialAPI — manage social media comments, DMs, reviews, and ment…
N/A N/A 83
53766
akshat-ilen
vyazen Claim
N/A N/A 95
53767
ejentum
ejentum-mcp Claim
MCP server with reasoning, code, anti-deception, and memory tools for AI agents.
N/A N/A
53768
Casperjuel
aula-mcp Claim
This server enables MCP clients (LLMs) to access data from the Danish school pl…
53769
MonadWorks
agentify Claim
Agent Interface Compiler — One command. Every agent speaks your product. Transf…
N/A N/A
53770
pipeworx-io
Fbi Crime Claim
FBI Crime Data Explorer MCP — UCR/NIBRS statistics
53771
documentation-x
Greet people by name with quick, friendly salutations. Explore the origin story…
N/A N/A 95
53772
ICS-cz
clariBIcom Claim
clariBI is an AI-powered business intelligence platform that lets SaaS and ecom…
53773
gotham-os
Enables Claude Code to control a real browser using AI for web scraping, compet…
53774
tinkeriotops
Bridges the Model Context Protocol (MCP) with ESP32 devices running Tasmota fir…
N/A N/A
53775
naimterrache
Frigolog HACCP MCP is a public Model Context Protocol server that gives AI agen…
81
53776
caoshuo594
An MCP server that wraps the OpenRouter API, enabling users to access diverse l…
81
53777
tharunkalluru
Follows the Model Context Protocol to enable code agents to use Netlify API and…
N/A N/A 95
53778
stonesteel84
Kickstart development with a ready-made TypeScript project for quickly adding t…
N/A N/A 95
53779
davidmosiah
polarmcp Claim
Privacy-first unofficial Polar AccessLink v4 MCP server for AI health, sleep an…
N/A N/A
53780
gzlo
rise-mcp Claim
RISE CRM MCP server — 36 tools across CRM, projects, tickets, finance, sales, H…
N/A N/A
53781
Sequentum
mcp Claim
Turn the web into structured, reliable, actionable enterprise data for AI Agents
53782
dmtr
Enables interaction with Bitbucket repositories through the Model Context Proto…
N/A N/A
53783
LovRanRan
Python symbol exploration for codebase onboarding agents.
N/A N/A
53784
cuongpo
Manage COTI accounts, deploy private ERC20 and ERC721 contracts, and transfer t…
N/A N/A 95
53785
rikachu225
An MCP server implementation that enables searching and retrieving research art…
81
53786
Able-rip
Convert photos to LEGO-style brick mosaic previews with AI-powered color quanti…
N/A N/A
53787
BadRooBot
my_test Claim
Get current weather for any city and create images from your prompts. Streamlin…
N/A N/A 95
53788
archergate-mcp
Archergate Claim
Open-source software licensing SDK. Generate ready-to-paste license validation …
N/A N/A 95
53789
KovaMind
Enables AI memory persistence and secure credential management via vault tools …
53790
QuartzUnit
Browsegrab Claim
Token-efficient browser agent for local LLMs. Playwright + accessibility tree +…
N/A N/A 95
53791
Auxin-io
Generate secure Java code snippets and starter projects for common tasks. Learn…
N/A N/A 95
53792
geraservicesuk
EU AI Act and GDPR compliance: checks, audits, generate policies.
N/A N/A 95
53793
szhygulin
Self-custodial crypto portfolio for AI agents. Reads EVM wallet balances, ENS, …
N/A N/A 67
53794
geraservicesuk
GeraNexus MCP (placeholder) — open Agentic Commerce Protocol by Gera Services. …
N/A N/A 95
53795
OldJii
Enables AI assistants to review GitHub and GitLab pull requests and merge reque…
53796
m-HLPR
An unofficial MCP server that integrates Freelo project management with AI assi…
53797 N/A N/A 95
53798
mickael
# Blooming Pets MCP Server Remote MCP server to search for pet-sitters across …
N/A N/A 95
53799
lazymac2x
Cloudflare Workers MCP server: agent-trace-auditor
53800
obrien-matthew
mcp-garmin Claim
MCP server for Garmin Connect that provides read-only access to daily health me…
N/A N/A
Showing 53751–53800 of 54421 servers