MCP Server Quality Scores

Independent quality analysis of 58295 public MCP servers

58295
Discovered
29856
Scored
2112
Verified
16953
Complete

Last updated 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7851
Vladim8rr2
imessage-mcp Claim
A read-only MCP server for macOS that enables users to search through iMessage …
B 70 54 60 51 N/A 61 92 89
7852
kablewy
salesforce-mcp-server Claim 2
A Model Context Protocol server implementation for interacting with Salesforce …
B 70 55 75 67 28 76 92
7853
wukan1986
query_table Claim
A web scraper for financial table data that implements the Model Context Protoc…
B 70 55 66 65 76 76 71
7854
abcpro1
mcp-cli-catalog Claim 1
An MCP server that publishes CLI tools on your machine for discoverability by L…
B 70 54 69 65 N/A 43 95 70
7855
yusufsenyer
Provides weather data using Open-Meteo API with support for current weather, 24…
B 70 55 78 100 21 81 50
7856
ndyadav8797-art
Enables GPT Desktop to interact with local file systems and execute shell comma…
B 70 54 78 45 N/A 22 95 98
7857
hetpatel-11
Supermemory MCP Claim 1
An MCP server that enables users to visualize Supermemory document data as an i…
B 70 55 51 75 48 80 94
7858
gmailhasan
Weather MCP Server Claim
Provides current weather data and hourly forecasts for any location worldwide u…
B 70 55 66 71 24 81 96
7859
alexcandrabersiva
binance-futures-mcp Claim 2
Comprehensive Binance Futures trading MCP server with 41 professional trading t…
B 70 55 72 91 60 80 39
7860
adham90
opentrace Claim
Observability engine for AI coding agents. Custom columnar log store, MCP-nativ…
B 70 54 76 31 N/A 58 95 91
7861
santoshray02
csv-editor Claim
Stateful CSV editing MCP server for AI assistants — sessions, undo/redo, auto-s…
B 70 55 60 82 N/A 73 81 56
7862
gmoneyn
mcp-creator Claim
A tool that enables AI assistants to conversationally scaffold, build, and publ…
B 70 54 88 41 N/A 27 90 94
7863
tatocode
MCP-Demo Claim
A minimal demonstration of an MCP service and client that integrates with the q…
B 70 55 72 55 39 81 99
7864
arunhotra
Enables management of F5 BIG-IP load balancers through secure authentication an…
B 70 55 74 68 23 81 93
7865
Kenan7
Enables interaction with WooCommerce stores through the WordPress REST API, sup…
B 70 55 72 68 29 78 95
7866
pranciskus
Manage Garmin Connect workouts, including strength workouts with mapped exercis…
B 70 55 70 82 N/A 66 83 42
7867
recursivesquircle
Enables AI agents to manage a file-backed ticketing system directly within a lo…
B 70 54 78 57 N/A 30 89 85
7868
Meloyg
MCP Weather Server Claim
Enables users to get current weather information for any city worldwide using t…
B 70 55 60 72 32 81 100
7869
databridge-int
Internal data access API. Tools: get_users (user list with API keys), read_conf…
B 70 66 64 66 84 22 81 93
7870
Berman510
EVE ESI Tool Claim 2
An MCP server that integrates EVE Online's ESI API with AI assistants to enable…
B 70 44 45 N/A N/A 45 95 93
7871
pepperfm
A generic MCP server that exposes local repository checkouts, allowing users to…
B 70 54 66 61 N/A 32 90 92
7872
roboulos
Automates FreshBooks invoicing and time tracking through Claude, allowing users…
B 70 55 78 71 24 81 80
7873
siarhei-fedziukovich
MolMIM MCP Server Claim
Enables molecular generation, optimization, and analysis through NVIDIA MolMIM …
B 70 55 80 53 39 81 91
7874
Senpai-Sama7
Turns any LLM into a coding co-pilot with production-ready MCP server providing…
B 70 55 72 62 50 81 82
7875
godlewis
Enables LLMs to interact with ZenTao project management system, supporting proj…
B 70 55 72 77 28 81 82
7876
icraft2170
YouTube MCP Server Claim
Enables AI language models to interact with YouTube content through a standardi…
B 70 55 60 72 32 81 98
7877
AkM-2018
AWS CDK MCP Server Claim
Provides guidance and tools for the AWS Cloud Development Kit, including infras…
B 70 55 54 82 44 80 86
7878
kevin29a
Provides authenticated access to PostgreSQL databases for Claude AI, enabling u…
B 70 55 90 43 22 81 100
7879
wubbyweb
A simple server that enables AI models to send WhatsApp messages via the Twilio…
B 70 55 78 71 16 80 92
7880
jurasofish
MCPunk Claim 1
Chat with your codebase through intelligent code searching without embeddings b…
B 70 55 62 82 N/A 67 92 46
7881
punkpeye
A Model Context Provider (MCP) server that exposes your automated API tools to …
B 70 55 78 70 26 76 86
7882
akiojin
Model Hub MCP Claim 1
An MCP server that retrieves and provides AI model information from OpenAI, Ant…
B 70 55 63 100 44 81 52
7883
lowcodelocky2
Xano MCP Server Claim 1
Enables AI assistants to manage Xano databases through the Model Context Protoc…
B 70 55 72 75 20 71 98
7884
jimbul
MCP server that provides Claude AI assistants with the ability to search the we…
B 70 55 54 65 56 80 95
7885
dimascior
Adds automation capabilities to Claude Desktop through MCP and enables Claude D…
B 70 54 96 38 N/A 27 83 91
7886
NehaSJ99
Enables users to fetch real-time weather alerts from the National Weather Servi…
B 70 55 86 36 45 81 98
7887
jfposton
Enables searching the Wake County Public Library catalog and all NC Cardinal li…
B 70 55 60 82 29 81 91
7888
kranners
hyper-mcp Claim
A configurable MCP server wrapper for Cursor that eliminates tool count limits …
B 70 55 80 60 70 81 54
7889
m-siles
An MCP server for navigating thought processes using branches, supporting thoug…
B 70 55 71 57 50 80 87
7890
nckhemanth0
MCP server for intelligent subscription management with Gmail + MySQL integrati…
B 70 55 63 53 56 81 98
7891
ejcho623
agent-breadcrumbs Claim
Unified agent work logging and observability across ChatGPT, Claude, Cursor, Co…
B 70 55 86 36 56 82 88
7892
sumitchatterjee13
Enables web search, content extraction, question answering, and RAG context gen…
B 70 55 86 55 24 81 93
7893
iceener
Enables location-aware AI agents to search for nearby places, get detailed plac…
B 70 55 90 45 34 80 90
7894
odgrim
MCP DateTime Claim 1
A TypeScript server implementing the Model Context Protocol (MCP) that provides…
B 70 55 60 61 42 83 100
7895
yhsung
An MCP server that provides shell command execution and OpenAI Whisper transcri…
B 70 54 71 53 N/A 34 95 90
7896
hashicorp
terraform-mcp-server Claim
🎖️🏎️☁️ - The official Terraform MCP Server seamlessly integrates with the Terra…
B 70 54 90 38 N/A 87 83 56
7897
JasonBates
Provides access to RescueTime productivity data including daily summaries, acti…
B 70 55 54 82 27 82 99
7898
WeiWeicode
Node.js MCP Server Claim
A comprehensive MCP server that enables file operations, mathematical calculati…
B 70 54 68 61 N/A 24 95 94
7899
tatumio
blockchain-mcp Claim 2
MCP server for Blockchain Data. It provides access to Tatum's blockchain API ac…
B 70 55 63 66 44 80 92
7900
apexneural-hansika
Graphiti MCP Claim
Provides persistent memory and context continuity for AI agents using Zep's Gra…
B 70 55 84 56 24 81 93
Showing 7851–7900 of 58295 servers
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