MCP Server Quality Scores

Independent quality analysis of 66402 public MCP servers

66402
Discovered
31753
Scored
2112
Verified
16953
Complete

Last updated 6 hours, 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3201
webdevtodayjason
A2AMCP Claim
A Redis-backed MCP server that enables multiple AI agents to communicate, coord…
B 76 55 90 51 59 81 93
3202
Saik0s
Facilitates browser automation with custom capabilities and agent-based interac…
B 76 55 72 68 60 82 95
3203
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
3204
SweetsRepo
Enables AI agents to explore, search, and reference code implementation details…
B 76 54 90 62 N/A 27 95 92
3205
umishra1504
Jenkins MCP Server Claim
Enables comprehensive Jenkins automation through MCP interface, allowing users …
B 76 55 78 68 59 81 91
3206
Fannon
Generate, randomize, explain, and manage u-he synthesizer presets via the Model…
B 76 54 70 61 N/A 57 95 96
3207
kitao
pyxel-mcp Claim 1
MCP server for [Pyxel](https://github.com/kitao/pyxel) retro game engine, enabl…
B 76 55 57 82 N/A 55 95 91
3208
proffillipesilva
Exposes a Node.js REST API for user and product management through MCP tools, a…
B 76 55 86 60 50 80 100
3209
ankit8volt
Enables users to analyze AWS costs, track spending trends, and detect anomalies…
B 76 55 90 73 32 81 92
3210
chonseng
Enables flight search and price comparison by scraping flight information from …
B 76 55 62 82 N/A 42 95 94
3211
chrisribe
Provides AI assistants with persistent memory across sessions using local SQLit…
B 76 55 70 83 N/A 52 95 75
3212
ropon
mcp-server-v2ex Claim
B 76 54 80 62 N/A 42 95 91
3213
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
3214
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
3215
paschmaria
Enables management of Amazon Managed Workflows for Apache Airflow (MWAA) enviro…
B 76 55 82 74 35 82 99
3216
vasylenko
Search, read, create, and update Bear Notes directly from Claude. Local-only wi…
B 76 54 62 65 N/A 60 95 100
3217
hadv
wisdomforge Claim
A powerful knowledge management system that forges wisdom from experiences, ins…
B 76 55 94 56 51 81 88
3218
erichung9060
Android Mobile MCP Claim
Enables AI agents to interact with Android devices through UI manipulation, scr…
B 76 55 60 82 N/A 38 95 98
3219
edition
Sales Intelligence · B2B Lead Extraction An MCP (Model Context Protocol) server…
B 76 55 60 82 47 95 91
3220
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
3221
chevyphillip
Enables AI agents to create, validate, and export UML system models using struc…
B 76 55 96 60 58 80 78
3222
AbdallahAHO
Connects AI assistants to Lokalise translation management platform with 59 tool…
B 76 55 82 51 78 81 92
3223
mcp-open-data-hk
Enables access to Hong Kong government's official open data portal (DATA.GOV.HK…
B 76 55 70 74 61 81 91
3224
alfredo-ia
An MCP server that enables interaction with Microsoft 365 services like Outlook…
B 76 55 75 70 55 81 98
3225
Anandb71
arbor Claim
The Graph-Native Intelligence Layer for Code.
B 76 54 96 22 N/A 77 95 91
3226
tcarac
taskboard Claim
Local project management with Kanban UI, CLI, and MCP server for AI assistants.…
B 76 54 94 31 N/A 81 87 92
3227
0xrdan
MCP RAG Server Claim
Enables AI assistants to search and retrieve information from your knowledge ba…
B 76 55 90 56 57 81 92
3228
Beerspitnight
MCP server for Spotify playlist curation and management. 18 tools for song anal…
B 76 54 79 47 N/A 57 95 100
3229
fl0w1nd
Grok Image MCP Claim
MCP server for generating and editing images using xAI's Grok image model, supp…
B 76 54 68 75 56 88 90
3230
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
3231
jcdickinson
simplemem Claim
A simple memory tool for coding agents using DuckDB and VoyageAI.
B 76 55 86 58 61 82 92
3232
CrBatista
Enables AI agents to interact with GitHub through OAuth-authenticated operation…
B 76 55 90 70 24 81 98
3233
Faucet94
A command-line interface server that provides unrestricted system access to Win…
B 76 54 86 66 N/A 41 95 82
3234
mrorigo
bash-command-mcp Claim 2
Sophisticated bash command MCP server that runs and manages shell execution.
B 76 55 68 100 N/A 52 95 54
3235
alioshr
memory-bank-mcp Claim
A Model Context Protocol (MCP) server implementation for remote memory bank man…
B 76 55 70 100 N/A 52 95 53
3236
wiseriai
lucid-mcp Claim
AI-native data analysis agent as an MCP Server. Connect your Excel files, CSVs…
B 76 54 76 57 N/A 55 90 98
3237
robandrewford
Enables discovery and search of Ticketmaster events, venues, and attractions wi…
B 76 55 86 70 44 80 91
3238
deepset-ai
hayhooks Claim
Easily deploy Haystack pipelines as REST APIs and MCP Tools.
B 76 55 90 38 N/A 82 82 93
3239
savri-io
Enables users to access and manage Savri analytics data, including visitor stat…
B 76 55 90 66 42 80 90
3240
SayreBlades
MCP Web Tools Claim
Provides local web search and content fetching capabilities for AI assistants, …
B 76 54 94 56 N/A 24 95 97
3241
joohnnie
MCP Demo Server Claim
A demonstration MCP server showcasing tools (calculator, file operations, weath…
B 76 55 84 91 N/A 51 95 44
3242
punkpeye
Enables AI assistants to perform structured, step-by-step reasoning through seq…
B 76 55 78 70 47 82 97
3243
creating-cat
gemini-image-mcp Claim
gemini-image-mcp
B 76 55 72 75 56 81 94
3244
sedoglia
Enables access to FreeStyle Libre glucose data through Claude Desktop, providin…
B 76 54 65 68 N/A 48 95 99
3245
spences10
Enables efficient web search integration with Jina.ai's Search API, offering cl…
B 76 55 78 70 56 80 91
3246
BearThreat
Imagen Claim
Image generation
B 76 54 90 68 27 90 90
3247
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
3248
kentaroh7777
A comprehensive MCP server for unified email management that supports both Gmai…
B 76 54 86 62 N/A 29 95 96
3249
nietus
anki-mcp Claim
MCP server for anki
B 76 55 84 82 N/A 30 95 74
3250
ALPA-Const
Connects AI assistants to Supabase projects to manage databases, execute SQL qu…
B 76 55 84 66 60 82 82
Showing 3201–3250 of 66402 servers
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