MCP Server Quality Scores

Independent quality analysis of 33745 public MCP servers

33745
Discovered
28857
Scored
2088
Verified
16951
Complete

Last updated 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33701
malamutemayhem
UnClick Claim
AI agent tool marketplace. 60+ tools for social, e-commerce, accounting, and me…
N/A N/A 83
33702
aiaiohhh
Persistent memory + context layer for AI dev teams. 17 tools via MCP.
N/A N/A 95
33703
thryxagi
obsd-launchpad Claim 1
MCP server for AI agents to deploy tokens on Base. One command launch, earn OBS…
N/A N/A 75
33704
joe-watkins
Provides accessibility acceptance criteria for 51 web and 42 native components …
81
33705
ssdavidai
joeapi Claim
Manage construction project data across clients, contacts, proposals, estimates…
N/A N/A 95
33706
oilandgas
BasinVault Claim
BasinVault Sales MCP gives AI assistants accurate, up-to-date facts about Basin…
81
33707
bruno
test-mcp Claim
N/A N/A 95
33708
kamath
Provide interactive graphing calculator capabilities to your agents, enabling t…
N/A N/A 95
33709
xxczaki
MCP server for accessing VS Code/Cursor Local History
N/A N/A 95
33710
Funding-Machine
Automate GoHighLevel across CRM, messaging, calendars, marketing, e-commerce, a…
N/A N/A 95
33711
supervise-dev
MCP Server Claim
Provides remote filesystem operations, git repository management, and process e…
81
33712
allisonwhilden
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
N/A N/A 95
33713
Andi777x
kiira Claim
N/A N/A 95
33714
TPEmist
pop-pay Claim
Project Point One Percent - Agent Pay \[pop-pay] is a payment guardrail and one…
81
33715
MCP-Mirror
Enables language models to search and interact with Space Frontiers data source…
81
33716
hello-3ubk
Extract specified key-values and all recognizable structured data from .pdf usi…
81
33717
cgauge
Validate and experiment with Model Context Protocol server implementations supp…
N/A N/A 95
33718
axel-belfort
Sandboxed code execution API for AI agents. Execute Python, JavaScript, or SQL …
N/A N/A 95
33719
davidahirshberg
ama-mcp Claim 1
An MCP server that coordinates multiple Claude Code sessions through kitty term…
N/A N/A 95
33720
89jobrien
Aggregates tasks from multiple sources (Jira, Markdown TODO files, STM CLI) int…
81
33721
jaejin0me
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
N/A N/A 95
33722
ai-mcp-garage
Enables intelligent file and folder comparison with advanced text normalization…
81
33723
makimoto
Chess MCP Claim 1
A Model Context Protocol server that enables LLM agents and humans to play ches…
N/A N/A 95
33724
FO Semantic MCP Claim 1
Semantic search over 50,000+ Dynamics 365 F&O artifacts: tables, forms, classes…
N/A N/A 81
33725
seraphinerenard
mcp-csv-analyst Claim 1
An MCP server that enables AI assistants to load, query, and analyze local CSV …
N/A N/A 95
33726
janbruinier
MCP server for accessing CBS (Statistics Netherlands) open data. Search dataset…
N/A N/A 95
33727
jakedsouza
ynab-mcp Claim
N/A N/A 95
33728
funkytownk
Analyze Gold IRA sales call transcripts to surface key insights, objections, an…
N/A N/A 95
33729
Noquarter6
Verify US contractor licenses in 45 states — status, expiration, disciplinary h…
N/A N/A 83
33730
felipenalves
A template for deploying remote MCP servers to Cloudflare Workers without authe…
81
33731
jameslai-sparkofy
MCP Internal Claim
A secure two-layer MCP integration system that connects local thin clients to a…
81
33732
joohan1992
orbit Claim
N/A N/A 95
33733
axel-belfort
Twitter/X scraping API for AI agents. Scrape public profiles (bio, stats, verif…
81
33734
next-role
Next Role Claim
Next Role allows you to produce professionally tailored CVs/Resumes and Cover l…
81
33735
lisearantes
Enables interaction with Azure DevOps Boards through the Model Context Protocol…
81
33736
ndl-systems
Kevros Claim
Runtime intelligence for autonomous AI agents. Kevros verifies every agent acti…
81
33737
analyticsinmotion
mcp-listen Claim
Give your AI agents the ability to listen. Microphone capture and speech-to-tex…
N/A N/A 95
33738
Adamovskiy
test Claim
N/A N/A 95
33739
coachleo
Coach Leo is an AI running coach that syncs your real training data from Strava…
81
33740
getformo
Formo MCP Claim
Formo makes analytics simple for DeFi apps so you can focus on growth. Get the …
N/A N/A 95
33741
zephyrgoose
A minimal MCP server example that provides basic utility tools including text e…
N/A N/A 95
33742
DurkDiggler
Enables LLMs to execute common security testing tools like nmap, sqlmap, hydra,…
81
33743 81
33744
albertlieyingadrian
Provide a fast and easy-to-build MCP server implementation to integrate LLMs wi…
N/A N/A 95
33745 N/A N/A 95
Showing 33701–33745 of 33745 servers
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