MCP Server Quality Scores

Independent quality analysis of 66402 public MCP servers

66402
Discovered
31753
Scored
2112
Verified
16953
Complete

Last updated 7 hours, 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3351
ariroffe72
MCP server providing Jewish prayer times (zmanim) calculations for any location…
B 76 54 72 65 N/A 49 95 93
3352
GongRzhe
A2A MCP Server Claim 1
A bridge server that enables MCP-compatible AI assistants like Claude to seamle…
B 76 55 72 82 45 81 92
3353
markswendsen-code
KFC MCP Server Claim 2
An MCP server that enables users to interact with KFC's online ordering system …
B 76 54 85 62 N/A 30 90 99
3354
aira-security
mcp-armor Claim
MCP Armor continuously secures and monitors Model Context Protocol operations t…
B 76 44 65 N/A N/A 47 95 94
3355
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
3356
Regenerating-World
pix-mcp Claim
Generate Pix QR codes and copy-paste strings with fallback across multiple prov…
B 76 55 72 100 48 81 70
3357
IAMSamuelRodda
Todoist MCP Server Claim
Enables AI assistants to manage Todoist tasks, projects, and labels through nat…
B 76 55 82 75 27 82 100
3358
ananddtyagi
gif-creator-mcp Claim 2
A MCP server for creating GIFs from your videos.
B 76 54 75 70 N/A 40 91 99
3359
ankit8volt
Enables users to analyze AWS costs, track spending trends, and detect anomalies…
B 76 55 90 73 32 81 92
3360
brunoqgalvao
Enables text-to-image generation, image editing, and multi-image composition us…
B 76 55 94 71 26 81 91
3361
metricool
mcp-metricool Claim
mcp-metricool
B 76 55 70 82 49 81 95
3362
trainmyagent
MachineHearts Claim 1
MCP server that gives AI agents the ability to discover, match with, and build …
B 76 54 78 75 47 83 90
3363
0GiS0
A TypeScript-based MCP server that implements a simple note-taking system using…
B 76 54 84 65 N/A 22 95 100
3364
xiaolai
Provides intelligent manuscript analysis and writing assistance for markdown pr…
B 76 55 84 91 N/A 60 95 38
3365
MubarakHAlketbi
Game Asset Generator Claim 1
An MCP server that generates 2D and 3D game assets from text prompts using AI m…
B 76 55 81 65 48 81 100
3366
jaggederest
Reviewer MCP Claim
An MCP service that provides AI-powered development workflow tools including sp…
B 76 55 90 65 46 81 87
3367
DeveloperZo
Enables batch audio processing and optimization using FFmpeg with preset config…
B 76 54 78 65 N/A 46 92 91
3368
PsychArch
Minimax MCP Tools Claim 1
An MCP server implementation that integrates with Minimax API to provide AI-pow…
B 76 55 63 73 78 81 91
3369
matracey
my-mcp-server Claim
A TypeScript starter template for building Model Context Protocol (MCP) servers…
B 76 54 66 55 N/A 65 95 100
3370
LetsFG
LetsFG Claim
Agent-native travel search. 5 second flights & hotels $50 cheaper. Free forever…
B 76 55 100 41 66 80 92
3371
Arborist-ai
ClaudeHopper Claim
AI-powered MCP server that enables Claude and other LLMs to interact directly w…
B 76 54 88 58 N/A 46 90 90
3372
VeryBigSad
Enables management of Nginx Proxy Manager instances for configuring proxy hosts…
B 76 55 90 82 67 80 52
3373
searchcraft-inc
Official MCP server for managing Searchcraft clusters, creating a search index,…
B 76 55 76 72 56 77 97
3374
eiondb
eion Claim
Shared Memory Storage for Multi-Agent Systems
B 76 54 92 43 N/A 49 95 93
3375
vicpeacock
Comprehensive MCP server for Google Maps APIs, enabling geocoding, place search…
B 76 55 88 67 31 83 100
3376
Fannon
Generate, randomize, explain, and manage u-he synthesizer presets via the Model…
B 76 54 70 61 N/A 57 95 96
3377
paschmaria
Enables management of Amazon Managed Workflows for Apache Airflow (MWAA) enviro…
B 76 55 82 74 35 82 99
3378
waspeer
Tweek MCP Server Claim 1
An MCP server that integrates with the Tweek API to manage calendars, tasks, an…
B 76 55 77 73 45 82 99
3379
ropon
mcp-server-v2ex Claim
B 76 54 80 62 N/A 42 95 91
3380
alfonsograziano
node-code-sandbox-mcp Claim 1
A Node.js MCP server that spins up isolated Docker-based sandboxes for executin…
B 76 54 90 61 N/A 48 87 88
3381
Saik0s
Facilitates browser automation with custom capabilities and agent-based interac…
B 76 55 72 68 60 82 95
3382
webdevtodayjason
A2AMCP Claim
A Redis-backed MCP server that enables multiple AI agents to communicate, coord…
B 76 55 90 51 59 81 93
3383
ampcome-mcps
Connects agents to Elasticsearch data using the Model Context Protocol, allowin…
B 76 54 66 70 N/A 48 95 95
3384
mustafa-boorenie
Blender MCP Router Claim
Enables LLM routing through multiple providers (OpenAI, Anthropic, xAI) via Lit…
B 76 54 72 68 N/A 42 95 94
3385
shawndrake2
Provides access to comprehensive U.S. economic data including GDP, personal inc…
B 76 55 96 66 27 80 97
3386
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
3387
BUGG1N
Cortex MCP Server Claim
Cortex MCP provides AI agents with long-term portfolio memory by transforming p…
B 76 55 94 82 N/A 59 95 39
3388
myownipgit
An advanced MCP server for generating styled QR codes with logos, batch process…
B 76 54 90 60 N/A 22 95 99
3389
riker-t
Enables AI assistants to access Ramp's developer documentation and API schemas …
B 76 54 92 58 N/A 23 95 97
3390
jcdickinson
simplemem Claim
A simple memory tool for coding agents using DuckDB and VoyageAI.
B 76 55 86 58 61 82 92
3391
blazickjp
Enables web browsing capabilities using BeautifulSoup4
B 76 54 90 56 N/A 41 92 91
3392
disler
Aider MCP Server Claim
Allows Claude Code to offload AI coding tasks to Aider, reducing costs and enab…
B 76 54 92 58 N/A 29 95 91
3393
peakmojo
A MCP server for accessing Zoom recordings and transcripts without requiring di…
B 76 55 85 71 40 80 94
3394
CaesarYangs
A Model Context Protocol (MCP) server enabling LLMs to query, analyze, and inte…
B 76 54 100 41 N/A 42 95 94
3395
mcollina
MCP Ripgrep Server Claim
Provides ripgrep search capabilities to MCP clients like Claude, allowing high-…
B 76 55 86 91 N/A 48 95 47
3396
openpharma-org
Provides comprehensive access to CMS Medicare data including physician services…
B 76 55 96 100 51 81 35
3397
nietus
anki-mcp Claim
MCP server for anki
B 76 55 84 82 N/A 30 95 74
3398
SweetsRepo
Enables AI agents to explore, search, and reference code implementation details…
B 76 54 90 62 N/A 27 95 92
3399
madorn
Bond MCP Server Claim
Enables AI assistants to control Bond Bridge smart home devices including ceili…
B 76 54 72 71 N/A 37 95 97
3400
AnuragRai017
A Claude integration that enables updating various database types (PostgreSQL, …
B 76 55 69 100 28 81 91
Showing 3351–3400 of 66402 servers
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