MCP Server Quality Scores

Independent quality analysis of 40420 public MCP servers

40420
Discovered
29236
Scored
2095
Verified
16951
Complete

Last updated 1 hour, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39601
Unified MCP for Scrimba's interactive programming education with visual learning
N/A N/A 81
39602
awjaq
mcp-server Claim
N/A N/A 95
39603
heungmangoo-art
saju Claim
Korean Four Pillars (Saju) astrology — birth charts, Day Masters, Five Elements…
N/A N/A 95
39604
elliot-evno
A basic MCP server built with FastMCP framework that provides simple utility to…
N/A N/A 95
39605
donghunee
Hello Claim
Create quick, personalized greetings for people or teams. Use it to add a frien…
N/A N/A 95
39606
clauxel
A paid remote MCP for OpenAI Codex agent coordination MCP, built to return verd…
39607
andrewlamamills-tech
MissingLinkz Claim
Campaign link builder for AI agents. Build UTM-tracked links and validate desti…
N/A N/A 95
39608
Peterl561
A read-only interface for querying InstantDB that dynamically loads schemas and…
81
39609
evoluzion25
test-1 Claim
N/A N/A 95
39610
new69toss
Enables structured problem-solving through sequential thinking stages with pers…
N/A N/A 95
39611
Nishant-Chaudhary5338
9 MCP servers for React/TypeScript — dep auditing, a11y, test gen, and TypeScri…
N/A N/A
39612
rishiatlan
Scores, compiles & optimizes prompts for any LLM. Zero AI calls inside. Freemiu…
N/A N/A 95
39613
manycontacts
# ManyContacts MCP Server MCP (Model Context Protocol) server for [ManyContact…
81
39614
PortPro-Technologies-Inc
A Model Context Protocol server that allows LLMs to interact with Python enviro…
N/A N/A 95
39615
A sample MCP server for testing
N/A N/A 81
39616
ozgureyilmaz
Enables efficient code execution in a secure sandbox with 98.7% token reduction…
N/A N/A 95
39617
lemaitregabinpro-creator
conversion image to webp/avif with 402 payement required, 0.001 and 0.0005 afte…
81
39618
codeiva4u
Enables advanced browser automation using real Brave Browser with 49 tools for …
N/A N/A 95
39619
vfxprojoe
AI-powered media & entertainment intelligence — research, briefs, and market da…
N/A N/A 83
39620
Purv123
A specialized monitoring solution that enables users to create and manage synth…
N/A N/A 95
39621
jonathanrorbet-dotcom
postgress Claim
N/A N/A 95
39622
eventtrader
AI prediction market trading — real-time data, CLOB exchange, 30+ tools
N/A N/A
39623
abl030
An MCP server that gives AI agents full control over pfSense firewalls via the …
39624
MillCityAI
A minimal reference implementation of an MCP server that responds with "Hello, …
81
39625
SPRIME01
A feature-rich Model Context Protocol gateway that federates MCP and REST servi…
N/A N/A 95
39626
axel-belfort
In-memory vector search API for AI agents. Store documents and query by semanti…
N/A N/A 95
39627
geraservicesuk
GeraNexus MCP (placeholder) — open Agentic Commerce Protocol by Gera Services. …
N/A N/A 95
39628
beomsu317
papers Claim
N/A N/A 95
39629
CSOAI-ORG
EU AI Act Article 50 watermarking + C2PA 2.1 compliance. NEW: 2 December 2026 d…
N/A N/A
39630
RyanJamesStewart
prompt-time Claim
Claude Desktop reminders for Windows. Survives MSIX boundary; persists across r…
N/A N/A
39631
ubn-dev
Provide precise and efficient calculation capabilities to your agents. Enable s…
N/A N/A 95
39632
clauxel
A paid remote MCP for AI SDK data query MCP, built to return verdicts, receipts…
39633
AlanOgic
Enables AI assistants to interact with Odoo ERP systems through XML-RPC integra…
81
39634
haldir
haldir Claim
Haldir is a security and governance layer for AI agents. Session-scoped permiss…
81
39635
borinquenkid
rlm-mcp Claim
Transforms your local repository into a shared project brain using recursive re…
N/A N/A
39636
anp2protocol
Economic protocol for AI agents — identity + reputation + credit + Sybil resist…
N/A N/A
39637
oilandgas
BasinVault Claim
BasinVault Sales MCP gives AI assistants accurate, up-to-date facts about Basin…
81
39638
Rckl88
seracade Claim
LLM cost optimization. Audit your calls, prove savings, route to the cheapest q…
N/A N/A 95
39639
gofullthrottle
Securely connect AI assistants to ClickUp workspaces through OAuth 2.0, providi…
81
39640
Funding-Machine
Automate GoHighLevel across CRM, messaging, calendars, marketing, e-commerce, a…
N/A N/A 95
39641
jakobwennberg
fortnox Claim 1
MCP server for Fortnox Swedish accounting API integration
N/A N/A 75
39642
MCP-Mirror
Enables language models to search and interact with Space Frontiers data source…
81
39643
TPEmist
pop-pay Claim
Project Point One Percent - Agent Pay \[pop-pay] is a payment guardrail and one…
81
39644
xiaobenyang-com
chuck-norris Claim
Boost your model’s performance with tailored optimization prompts and strategic…
N/A N/A 95
39645
profitpather
Profitpather Claim
First-party unsampled Shopify analytics MCP — sessions, attribution, funnels, l…
39646
89jobrien
Aggregates tasks from multiple sources (Jira, Markdown TODO files, STM CLI) int…
81
39647
alfredoizdev
Persistent memory MCP server for Claude Code, Cursor, and GitHub Copilot.
N/A N/A
39648
sebastianall1977
gmail-mcp4 Claim
N/A N/A 95
39649
axel-belfort
Cron expression parser API for AI agents. Parse, validate, and explain cron exp…
N/A N/A 95
39650
ptriato
vallt Claim
API credential manager for Claude Code. Connect services, store keys in keychai…
N/A N/A 95
Showing 39601–39650 of 40420 servers
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