MCP Server Quality Scores

Independent quality analysis of 59785 public MCP servers

59785
Discovered
29911
Scored
2112
Verified
16953
Complete

Last updated 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
21251
cslylla
MCP Chat CLI Claim
A command-line chat interface that connects to an MCP server for reading and ed…
B 71 33 66 N/A N/A 48 95
21252
Chrusic
Integrate natural language task management with Todoist. Manage tasks, projects…
B 71 44 100 47 N/A 39 81
21253
mhajder
Ghostfolio MCP Server Claim 2
Provides programmable access to Ghostfolio portfolio management and financial d…
B 71 33 57 78 83
21254
Leonine-Studios
Enables interaction with Microsoft Outlook for managing emails and calendars th…
B 71 44 84 72 33 81
21255
IQAIcom
MCP-IQWiki Claim 1
A Model Context Protocol server that allows AI assistants and applications to a…
B 71 44 69 58 74 83
21256
wjohns989
Muninn Claim
A local-first persistent memory server that provides AI agents with determinist…
B 71 43 96 30 N/A 62 87
21257
rinadelph
Agent-MCP Claim
A framework for creating multi-agent systems using MCP for coordinated AI colla…
B 71 43 90 37 N/A 63 89
21258
d-kimuson
claude-crew Claim
A CLI tool for enhancing Claude Desktop with additional capabilities and workfl…
B 71 43 60 65 N/A 81 84
21259
10iii
air Claim
AI-optimized tool output compression for read, grep, diff, bash, test, web, sea…
B 71 33 48 N/A N/A 79 95
21260
mewisme
A Node.js MCP server that loads plugins, registers tools via the MCP SDK, and e…
B 71 33 72 N/A N/A 37 95
21261
Yarlan1503
mcp-memory Claim
A drop-in replacement for Anthropic's memory server that utilizes SQLite to ens…
B 71 33 64 N/A N/A 50 95
21262
blevinstein
Integration platform for aviation data sources including weather, NOTAMs, airpo…
B 71 44 92 70 25 81
21263
mattlong-plux
hostaway Claim
Hostaway PMS: reservations, listings, calendars, financials, and guest messagin…
B 71 33 78 N/A N/A 42 83
21264
CWhittemore1010
penni-mcp Claim 1
AI bookkeeper. Connect QuickBooks to Claude Desktop.
B 71 33 76 N/A N/A 29 95
21265
baserow
Baserow database integration with table search, list, and row create, read, upd…
B 71 43 60 65 N/A 69 92
21266
crispvibe
A multi-format MCP server that enables reading and generating Office, PDF, text…
B 71 33 62 N/A N/A 55 95
21267
LuisEnVilla
Furniture Designer Claim
Professional furniture design: specs, validation, cut optimization, BOM, and 3D…
B 71 33 54 N/A N/A 69 95
21268
muhammad-fiaz
mcp.zig Claim
A Model Context Protocol (MCP) library for the Zig ecosystem.
B 71 33 54 N/A N/A 67 95
21269
andhikapraa
Enables AI assistants to manage Warteg Online meal delivery subscriptions throu…
B 71 43 84 66 N/A 30 90
21270
efremidze
swift-patterns-mcp Claim 1
An MCP server providing curated Swift and SwiftUI best practices from leading i…
B 71 43 51 68 N/A 78 95
21271
gaviwhatsapp
whatsapp Claim
Send WhatsApp messages from Cursor, Claude Code, and Codex via MCP.
B 71 33 84 N/A N/A 32 83
21272
sergiolopez94
Motion MCP Server Claim
Bridges Motion's AI-powered calendar and task management platform with LLMs usi…
B 71 44 84 52 58 82
21273
jacksun911
megalaunch-mcp Claim
AI-powered meme token launch service on Solana/pump.fun. Create tokens with AI-…
B 71 33 72 55 83
21274
afrise
MCPSharp Claim
MCPSharp is a .NET library that helps you build Model Context Protocol (MCP) se…
B 71 33 54 N/A N/A 68 95
21275
Zerg00s
Allows Claude to interact with SharePoint Online using the REST API, enabling u…
B 71 44 90 56 49 78
21276
siva010928
Google Chat MCP Sever (Extendable to Teams,Slack.)
B 70 43 82 46 N/A 49 95
21277
devlimelabs
Provides secure, permission-controlled access to Firebase Firestore databases w…
B 70 44 72 75 47 81
21278
Recon-Fuzz
Recon Fuzz Chimera MCP knowledge to multi fuzzing enviornments compatibility in…
B 70 33 60 N/A N/A 53 95
21279
yfe404
proxy-mcp Claim
An HTTP/HTTPS MITM proxy server that enables capture, modification, and mocking…
B 70 43 84 58 N/A 35 92
21280
andreas-roennestad
openhive-mcp Claim
Search and contribute to a shared knowledge base of AI-discovered problem-solut…
B 70 33 70 N/A N/A 53 83
21281
subelsky
bundler_mcp Claim
Enables agents to query local information about dependencies in a Ruby project'…
B 70 33 58 N/A N/A 57 95
21282
mintmcqueen
Gemini MCP Server Claim
Enables interaction with Google's Gemini AI models including file uploads, conv…
B 70 44 78 66 50 81
21283
antonio-mello-ai
mcp-proxmox Claim
Manage Proxmox VE clusters through AI assistants — VMs, containers, and more
B 70 43 84 28 N/A 77 90
21284
to-aoki
Tiny Chat Claim
A lightweight RAG system that provides an MCP server for searching and interact…
B 70 43 60 66 N/A 56 95
21285
taylor3lewis
Enables personal finance tracking through Claude Desktop using natural language…
B 70 33 76 N/A N/A 27 95
21286
Dwsy
Provides comprehensive development tools for Magic-API including documentation …
B 70 44 84 40 75 77
21287
cAIborg-ai
amoCRM MCP Server Claim 1
An MCP server that provides 36 tools for interacting with the amoCRM (Kommo) AP…
B 70 44 69 77 45 82
21288
eddiesanjuan
markupR MCP Server Claim
Enables AI coding agents to capture screen and voice recordings, extract timest…
B 70 43 60 46 N/A 93 90
21289
spences10
mcp-omnisearch Claim 1
🔍 A Model Context Protocol (MCP) server providing unified access to multiple se…
B 70 43 49 68 N/A 83 90
21290
huangjianhuster
Enables AI assistants to clean PDB structures and run initial-stage energy rela…
B 70 33 74 N/A N/A 30 95
21291
Core-Fidelity
Cheap Research Claim
A bounded evidence review engine that ingests documents, extracts evidence for …
B 70 33 72 N/A N/A 35 95
21292
samuelvinay91
Enables comprehensive TestRail test management integration with support for pro…
B 70 44 84 66 35 81
21293
sugar-crash-studios
Proton MCP Server Claim
Enables full Proton Mail management through the Model Context Protocol by conne…
B 70 33 72 N/A N/A 34 95
21294
manchittlab
TheCrawler Claim
Open-source web scraper and extraction MCP server with JavaScript rendering, ma…
B 70 33 60 53 95
21295
brucepro
Provides AI agents with persistent, searchable memory that survives across conv…
B 70 43 84 56 N/A 30 95
21296
aryaminus
ControlKeel Claim
Governed MCP workflows with policy validation, findings tracking, and review ga…
B 70 33 60 N/A N/A 53 95
21297
hypn4
opendart-fss-mcp Claim 1
An MCP server that provides access to Korea's DART corporate disclosure system,…
B 70 44 61 68 71 83
21298
elisymlabs
elisym Claim 1
AI agent discovery and marketplace on Nostr with Solana payments (SOL, USDC). N…
B 70 33 60 68 83
21299
impactjo
home-memory Claim
MCP server that lets your AI assistant remember everything about your home.
B 70 33 54 N/A N/A 63 95
21300
BurgersJackson
Storywright MCP Claim 1
A multi-agent book-writing MCP server that manages a guarded chapter pipeline (…
B 70 33 72 N/A N/A 33 95
Showing 21251–21300 of 59785 servers
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