MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29501
Scored
2112
Verified
16952
Complete

Last updated 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3401
cydynamic
Enables AI agents to securely read and extract information from PDF files inclu…
B 76 55 74 68 66 81 93
3402
vespo92
OPNSenseMCP Claim 1
MCP Server for managing & interacting with Open Source NGFW OPNSense via Natura…
B 76 54 77 38 N/A 92 91 92
3403
Fannon
Generate, randomize, explain, and manage u-he synthesizer presets via the Model…
B 76 54 70 61 N/A 57 95 96
3404
aleck31
Blogger MCP Server Claim 1
Enables AI assistants to interact with the Google Blogger API v3 to manage blog…
B 76 55 78 71 48 78 100
3405
vicpeacock
Complete Google Maps integration with 8 tools including geocoding, places searc…
B 76 55 88 67 31 83 100
3406
lacausecrypto
A unified MCP server that aggregates 32 sports API providers into a single serv…
B 76 44 72 60 75 97
3407
eliaskress
flowcheck Claim
Stripe payouts, Shopify orders, and bank transactions unified for reconciliatio…
B 76 54 88 61 N/A 53 81 90
3408
guangxiangdebizi
GitHub MCP Server Claim
Enables AI assistants to analyze GitHub repository structures and read file con…
B 76 55 100 68 24 81 92
3409
metricool
mcp-metricool Claim
mcp-metricool
B 76 55 70 82 49 81 95
3410
powerstar13
A Node.js-based remote Model Context Protocol (MCP) server that runs on Azure C…
B 76 55 86 56 55 83 98
3411
ragbrain
RAGBrain MCP Claim 1
Connects Claude Desktop to a RAGBrain knowledge base to enable semantic search,…
B 76 55 84 66 45 83 94
3412
skeptomai
KiCad MCP Server Claim
Enables natural language search and exploration of KiCad component symbol libra…
B 76 54 78 56 N/A 43 95 100
3413
AkibaAT
DDEV MCP Server Claim 1
Enables AI assistants to interact with DDEV local development environments by q…
B 76 54 84 68 N/A 35 90 91
3414
SolonaBot
Gmail MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to search, read, and…
B 76 55 77 77 52 80 89
3415
binspireai
Binspire MCP Claim
Connects LLMs to the Binspire API to build autonomous AI-driven waste managemen…
B 76 55 82 61 54 80 99
3416
Logos-Parthenos-AI
MCP-LinkedIn Claim
Dynamic tools to automate tasks on LinkedIn website.
B 76 55 88 63 45 81 96
3417
DeveloperZo
Enables batch audio processing and optimization using FFmpeg with preset config…
B 76 54 78 65 N/A 46 92 91
3418
shawndrake2
Provides access to comprehensive U.S. economic data including GDP, personal inc…
B 76 55 96 66 27 80 97
3419
DeusData
Persistent codebase knowledge graph. Survives session restarts and context comp…
B 76 54 90 25 N/A 83 95 90
3420
ThreatFlux
Provides web content fetching capabilities using Playwright browser automation,…
B 76 55 84 62 54 81 92
3421
coti-io
coti-mcp Claim
B 76 54 78 62 N/A 46 95 92
3422
xiaolai
Provides intelligent manuscript analysis and writing assistance for markdown pr…
B 76 55 84 91 N/A 60 95 38
3423
jessefreitas
MCP Memory Server Claim 1
Provides persistent memory functionality for AI conversations by creating, mana…
B 76 54 72 72 N/A 47 92 93
3424
iwanghc
Google Search Tool Claim
Enables AI assistants to perform real-time Google searches with anti-bot protec…
B 76 55 94 75 34 81 82
3425
watchdealer-pavel
DeepL MCP Server Claim 1
A Model Context Protocol server that provides DeepL translation capabilities, a…
B 76 55 71 77 52 81 96
3426
srclight
srclight Claim
Deep code indexing MCP server with SQLite FTS5, tree-sitter, and embeddings. 29…
B 76 54 94 28 N/A 75 89 93
3427
tommertron
Enables interaction with Anybox bookmark manager on macOS, allowing users to se…
B 76 54 90 67 N/A 19 90 96
3428
code-alchemist01
Provides comprehensive code analysis (quality, complexity, linting, dependencie…
B 76 55 90 100 N/A 39 95 38
3429
ergut
mcp-logseq Claim
MCP server to interact with LogSeq via its Local HTTP API - enabling AI assista…
B 76 54 94 41 N/A 51 90 97
3430
brneto
Fabric MCP Server Claim
Provides access to Daniel Miessler's Fabric AI prompts (patterns and strategies…
B 76 55 90 58 45 81 98
3431
199-mcp
MCP Autostarter Claim 1
An intelligent MCP server that enables seamless restarting of Claude's MCP hand…
B 76 54 90 61 N/A 23 90 100
3432
vish288
mcp-coda Claim 1
MCP server for Coda.io — docs, pages, tables, rows, formulas, and automations.
B 76 54 57 68 N/A 78 83 100
3433
b12io
Website Generator
B 76 54 86 55 N/A 46 95 92
3434
fritzprix
Enables AI agents to solve Rubik's Cube puzzles through systematic manipulation…
B 76 54 78 68 N/A 45 95 84
3435
xiaolaa2
ableton-copilot-mcp Claim 2
An MCP server built on ableton-js enables AI assistants to control Ableton Live…
B 76 55 61 82 N/A 77 87 75
3436
bigbugAi
Enables access to BigBugAI cryptocurrency tools for getting trending tokens and…
B 76 55 72 73 52 81 97
3437
mjbeatty89
mcp_code_executor Claim 1
B 76 54 90 56 N/A 42 88 93
3438
karanb192
HN-MCP Claim 1
Enables browsing Hacker News, searching discussions, analyzing users, and track…
B 76 55 82 100 55 81 52
3439
searchcraft-inc
Official MCP server for managing Searchcraft clusters, creating a search index,…
B 76 55 76 72 56 77 97
3440
dvvincent
VergeOS MCP Server Claim 2
Enables AI assistants to manage and monitor VergeOS virtualization platforms th…
B 76 55 86 100 45 81 53
3441
antbotlab
mac-use-mcp Claim
Zero-dependency macOS desktop automation for AI agents. 18 tools via MCP. macOS…
B 76 54 62 66 N/A 64 95 96
3442
nyko-ai
Provides production-ready implementation patterns for features like authenticat…
B 76 55 90 62 47 81 89
3443
mrsknetwork
YouTube MCP Claim
Connect AI assistants to YouTube: search, transcripts, metadata, and more.
B 76 54 66 72 57 95 89
3444
BenedatLLC
Provides a set of read-only Kubernetes functions via an MCP server, enabling in…
B 76 55 90 57 48 81 99
3445
Noacodenoobe
Draw.io MCP Server Claim
Enables programmatic creation and management of draw.io diagrams through MCP to…
B 76 54 78 56 N/A 52 95 96
3446
Py2755
aiogram-mcp Claim 1
MCP server for aiogram Telegram bots — 30 tools, 7 resources, 3 prompts, event …
B 76 54 69 63 N/A 80 83 92
3447
tugcantopaloglu
An MCP server providing AI assistants with 149 tools to fully control the Godot…
B 76 55 81 82 N/A 71 95 43
3448
massgen
MassGen Claim
🚀 MassGen is an open-source multi-agent scaling system that runs in your termin…
B 76 54 90 25 N/A 70 95 100
3449
JonaFly
RedNote MCP Claim
A server that enables access to Xiaohongshu (Little Red Book) content, allowing…
B 76 54 76 71 N/A 48 95 85
3450
flight505
DinCoder Claim 1
Driven Intent Negotiation — Contract-Oriented Deterministic Executable Runtime …
B 76 54 78 71 N/A 79 91 58
Showing 3401–3450 of 45235 servers
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