MCP Server Quality Scores

Independent quality analysis of 43459 public MCP servers

43459
Discovered
29460
Scored
2111
Verified
16952
Complete

Last updated 2 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41051
galvangabriel-web
A governed MCP server for digital-forensics and incident-response (DFIR) work, …
41052
lauragift21
Provides real-time Dutch Railways (NS) data for journey planning, live departur…
41053
pipeworx-io
Enables access to Coinpaprika cryptocurrency data, including coin listings, pri…
41054
InfraMCP
Enables AI agents to securely manage and execute commands on remote Windows ser…
N/A N/A
41055
lotharschulz
A simple MCP server that integrates Rust functions via WebAssembly, enabling op…
N/A N/A
41056
lordbasilaiassistant-sudo
multi-wallet Claim 1
Multi-wallet management for AI agents — generate, distribute, consolidate on EVM
N/A N/A 60
41057
Skynotdie
A system that localizes Model Context Protocol (MCP) functionality, integrating…
N/A N/A 95
41058
MCP-Mirror
Enables comprehensive web research by leveraging Tavily's Search and Crawl APIs…
81
41059
Keelside
mcp-sap-cpi Claim
Connects Claude to SAP Cloud Platform Integration (CPI) to diagnose failed mess…
N/A N/A
41060
arifszn
reminder-mcp Claim
Enables scheduling and triggering reminders delivered via Slack or Telegram thr…
41061
zzallirog
Local-first inspectable memory substrate for Claude Code. Three read-only MCP t…
N/A N/A
41062
arifszn
wordly Claim
An MCP App that provides an interactive UI for visualizing multiple rewritten v…
N/A N/A
41063
zstackio
Enables AI to dynamically search, describe, and execute 2000+ ZStack Cloud APIs…
41064
thunderbit-open
Thunderbit MCP lets AI agents search, scrape, and extract structured data from …
41065
cornelcroi
Enables AI assistants to save, search, and manage bookmarks with semantic searc…
41066
VirtusLab-Open-Source
AI models access to the Strapi Context via the Model Context Protocol (MCP)
N/A N/A
41067
rishabhg
groww Claim
N/A N/A 95
41068
IlyaGusev
mle_kit_mcp Claim
Provides ML engineering tools including local/remote bash, text editor, file se…
41069
ZachHandley
Connects Blender to Claude AI through the Model Context Protocol for AI-assiste…
N/A N/A
41070
pkduongsu
An MCP server for interacting with Microsoft PowerBI REST API, providing tools …
41071
fastmcp-me
Reddit MCP Claim
Enables browsing, searching, and reading Reddit posts, comments, and subreddits…
41072
Nickalus12
PSKit Claim
Neural-safe PowerShell automation server for AI agents, enabling file managemen…
41073
islobodan
Cruncher Claim
Scientific calculator MCP server with 43 tools: arithmetic, trig, stats, unit c…
N/A N/A 95
41074
xavier-hernandez
speaches-mcp Claim
An MCP server that exposes speech-to-text and text-to-speech capabilities using…
41075
fellowship-dev
Navvi Claim
Gives your AI agent a persistent browser identity with anti-detection, credenti…
N/A N/A
41076
IlyasFardaouix
FinClaw Claim
MCP server that provides AI agents with financial tools including real-time quo…
N/A N/A
41077
AlwaysLoveme
Enables LLM clients to browse and inspect YAPI API documentation, including pro…
41078
henryurlo
fix-mcp Claim
MCP server for AI-assisted trading operations, enabling agents to diagnose and …
41079
rriesco
Python MCP server for GitHub operations, providing native tool integration with…
41080
FrankGenGo
Enables AI assistants to interact with the Solana blockchain, manage accounts a…
41081
XiaYeAI
Provides a Model Context Protocol server to integrate Vercel API for managing p…
41082
jonnyhoff
Enables SQLite database interactions including querying, updating, and schema m…
N/A N/A
41083
Augmented-Nature
Provides access to the ClinicalTrials.gov API, enabling search, analysis, and r…
41084
lazymac2x
Cloudflare Workers MCP server: llm-output-quality-monitor
41085
uczesieweba
Enables couples to manage recipes, meal plans, calendar events, and grocery lis…
41086
okx
Enables on-chain operations including token search, market data, wallet managem…
41087
ko-syun
Cherry blossoms, autumn foliage & festivals — one API for AI agents and develop…
81
41088
MohsenMousaviEyeline
mcp-fal Claim
An MCP server that exposes Fal.ai generative media models as tools for image an…
41089
BasilSkyWalk
parecode Claim
Token-aware ripgrep code search and atomic multi-file edits for coding agents.
N/A N/A
41090
Lord2709
Enables financial calculations such as compound interest, loan EMI, and savings…
N/A N/A
41091
Cmoen11
redm-mcp Claim
RedM / RDR3 docs MCP server: native lookups, semantic search, VORP, RSGCore, ox…
41092
vaporif
Enables AI assistants to search videos, read channels, browse playlists, fetch …
41093
akmalovaa
proxmox-mcp Claim
Minimal MCP server for Proxmox VE — 38 tools for nodes, VMs, LXC, storage, and …
41094
xyTom
Empower any MCP-compatible AI Agent(MCP Client) with engineering-grade capabili…
41095
jlavoieca
An MCP server protected by Cloudflare Access, validating JWTs to conditionally …
41096
malkreide
srgssr-mcp Claim
MCP server connecting AI models to SRG SSR public APIs – weather, TV/radio meta…
41097
priyanshum143
mcp-ffmpeg Claim
A job queue-based FFmpeg wrapper enabling AI assistants to perform video proces…
N/A N/A
41098
pipeworx-io
Airnow Claim
EPA AirNow MCP — official US real-time AQI + forecast (free key)
41099
angelostark
figma-drive Claim
Exports frames from Figma and uploads them to Google Drive, with automated fold…
N/A N/A
41100
ishan-parihar
Enables AI assistants to interact with Instagram by scraping profiles, posts, r…
Showing 41051–41100 of 43459 servers
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