MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62751
Codewithaiyan
reforge-mcp Claim
An MCP server that connects Claude Code to your codebase for automated code cle…
N/A N/A
62752
gbs-toolkit
MCP server for structured GB Studio 4.x project editing, enabling read/patch sc…
N/A N/A
62753
southglory
Database schema management MCP server for Claude Code, enabling natural languag…
N/A N/A
62754
alex-jb
Enables Claude-powered pre-push code review, blocking bad commits by analyzing …
N/A N/A
62755
thesma-dev
Gives AI assistants access to SEC filings, BLS employment, Census demographics,…
N/A N/A
62756
binsarjr
A specialized MCP server for Svelte 5 frontend development, providing curated k…
N/A N/A
62757
@ilo.begashvili
browserbase Claim
N/A N/A 95
62758
dongwook-chan
Queries South Korean building register data (e.g., floor area, parking, seismic…
62759
thedavidquan01
Highly-performant MCP server for Obsidian vaults enabling sub-millisecond retri…
N/A N/A
62760
flin-agency
Read-only MCP server for Google Search Console, with browser-based OAuth flow a…
N/A N/A
62761
yxb123456cy
A Model Context Protocol server implementation using Node.js, TypeScript, and B…
62762
finimpulse
Provides structured financial market data (stocks, ETFs, mutual funds, fundamen…
62763
mirrorsecai
Provides secure text embeddings with privacy-preserving features using the Mirr…
62764
hoffnerheatingandair
Provides tools to read and write Workiz CRM/Field Service data (jobs, leads, te…
62765
IsakRein
mac-mail-mcp Claim
Provides read-only access to Apple Mail.app emails, accounts, and folders by di…
N/A N/A
62766
quanticsoul4772
Enables shell command execution on macOS with session management, background pr…
N/A N/A
62767
Fu-Jie
Enables document format conversion between 40+ formats including Markdown, HTML…
81
62768
spanchal001
Enables AI agents to analyze ROS2 log files across multiple nodes by merging th…
N/A N/A 95
62769
kkruglik
A Model Context Protocol server that enables LLMs to interact with MLflow track…
62770
mjbeatty89
mcpserv Claim
N/A N/A 95
62771
enrique-z
agent-data Claim
Get programmatic access to 170,000+ verified B2B companies in Spain. Featuring …
62772
FreddieWho
paperSearch Claim
Enables AI coding agents to search academic papers, resolve biomedical entities…
N/A N/A
62773
KavyaAgarwal2001
geo-agent Claim
Exposes live earth-science data (e.g., earthquakes from USGS) as tools for MCP-…
62774
sameerbattoo
Bridges AI IDEs with AWS Bedrock AgentCore Gateway using Cognito OAuth and hard…
N/A N/A
62775
trustless-ai
Forensic MCP + hardened delegate for recovering assets from EIP-7702-compromise…
62776
FrankieSoltero
Read-only SQLite database explorer for MCP clients. Allows discovery of tables …
62777
Checkmarx
checkmarx Claim
Official Checkmarx MCP Server
62778
fastmcp-me
An MCP server that enables AI assistants to interact with Tenzir, a data pipeli…
62779
VirajMishra1
wander-agent Claim
60-tool AI travel agent: flights, hotels, visas, weather, fare watching, trip m…
N/A N/A
62780
erniecode
Connects AI coding agents to FlutterFlow projects, enabling browsing, inspectio…
N/A N/A 95
62781
Prometheus-agent
Turns natural language into data pipeline actions using six specialist agents t…
62782
lawheitung
todoist-mcp Claim
A Cloudflare Worker-based MCP server that enables AI assistants to read and man…
62783
nullptr-z
Provides persistent personal context storage across AI conversations, allowing …
N/A N/A
62784
wqsaali
rubyui-mcp Claim
Provides AI assistants with access to RubyUI component library documentation, i…
N/A N/A
62785
saitoomituru
MCP bridge integrating oscilloscopes, logic analyzers, and cameras for AI-drive…
N/A N/A
62786
archivist-gg
archivist Claim
Provides read-only SRD lookup and deterministic enrichment tools for D&D 5e con…
N/A N/A
62787
theWDY
An MCP server for creating and editing Word, Excel, and PowerPoint documents th…
N/A N/A
62788
xiaobenyang-com
date Claim
Manage dates and times effortlessly. Retrieve the current date and time, find t…
N/A N/A 95
62789
AlessandroB1989
Passepartout Claim
Enables AI assistants to manage content on self-hosted WordPress sites via the …
62790
davidmosiah
Stateless URL, DNS, x402, JWT, encoding, and parsing tools for AI agents.
81
62791
j0hanz
memdb Claim
A SQLite-backed MCP memory server providing persistent memory storage with full…
N/A N/A
62792
M1Vision
fal-ai-mcp Claim
Explore and search fal models to find the right fit for your tasks. Generate co…
N/A N/A 95
62793
sator-imaging
An MCP server that generates skill manifests from GitHub skills directories and…
62794
AutomateLab-tech
Check what Perplexity, Claude, ChatGPT, Gemini, and Google AI Overviews cite fo…
N/A N/A
62795
Gonzo3030
project-mcp Claim
MCP server that enables LLMs to read and analyze Microsoft Project schedules, i…
N/A N/A
62796
trac3r00
Wraps any existing MCP server to reduce tool-description token usage by exposin…
62797
S1LV4
th0th Claim
Semantic search with 98% token reduction for AI assistants.
N/A N/A
62798
gabeperez
Enables voice control of Todoist tasks via VoiceOS, with optional Apple Reminde…
N/A N/A
62799
purlieu-studios
Analyzes Godot game projects to enforce ECS architecture patterns, automaticall…
N/A N/A 95
62800
baixinyao2011-beep
Local management console and permission wrapper for integrating Google Search C…
N/A N/A
Showing 62751–62800 of 67291 servers