MCP Server Quality Scores

Independent quality analysis of 47403 public MCP servers

47403
Discovered
29595
Scored
2112
Verified
16952
Complete

Last updated 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7651
pmhw
Enables random selection tools including lottery drawing from option lists, dic…
B 70 55 80 100 21 81 48
7652
ezemriv
SharePoint MCP Server Claim 1
Enables interaction with Microsoft SharePoint sites, document libraries, and fi…
B 70 55 60 66 41 82 100
7653
Epochal-dev
open-notebook Claim
MCP server that wraps the Open Notebook API
B 70 54 78 40 N/A 55 83 92
7654
bjornhovd
Enables control and monitoring of SmartThings smart home devices through natura…
B 70 55 68 72 19 81 98
7655
mrexodia
ida-pro-mcp Claim 1
MCP server for IDA Pro, allowing you to perform binary analysis with AI assista…
B 70 54 57 41 N/A 80 90 93
7656
arslankhanali
Enables interaction with Apple Notes on macOS through AppleScript, allowing use…
B 70 55 54 74 N/A 26 95 94
7657
mimsut
MCP Kkebi Claim 1
A framework for building interactive UI applications and React-based widgets fo…
B 70 55 72 55 54 78 88
7658
deepsuthar496
Figma MCP Server Claim 1
A Model Context Protocol server that integrates with Figma's API, allowing inte…
B 70 55 75 65 21 81 96
7659
Astoriel
dbt-doctor Claim
AI-driven MCP server that audits, profiles, detects schema drift, and auto-gene…
B 70 54 76 28 N/A 51 92 100
7660
chris-enea
Enables text manipulation in Adobe InDesign documents via Claude Desktop by pro…
B 70 54 78 48 N/A 16 95 98
7661
aepod
Trello MCP Server Claim 1
Enables interaction with Trello boards, lists, and cards through the Trello RES…
B 70 55 78 62 20 82 95
7662
vilasone455
SSH MCP Server Claim
A local Model Context Protocol server that allows LLMs to securely execute shel…
B 70 55 78 58 20 81 100
7663
PlayAINetwork
HyperEVM MCP Claim
Enables AI agents to interact with HyperLend protocol and Kittenswap DEX on Hyp…
B 70 55 72 57 47 77 93
7664
sumitchatterjee13
Enables web search, content extraction, question answering, and RAG context gen…
B 70 55 86 55 24 81 93
7665
priteshshah96
A simple application demonstrating Model Context Protocol (MCP) integration wit…
B 70 55 82 66 16 77 94
7666
630156145
A JavaScript ES Modules server that provides weather information including aler…
B 70 55 68 72 43 80 80
7667
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
7668
atsuki-sakai
An MCP server that enables multi-provider AI collaboration using models like De…
B 70 55 69 72 47 74 82
7669
nonsleepr
Enables dynamic instrumentation of running processes through Frida, allowing us…
B 70 55 74 71 24 80 91
7670
zorrobyte
macnotes-mcp Claim
A production-ready MCP server for macOS that provides async, cache-backed acces…
B 70 54 76 28 N/A 64 88 99
7671
kablewy
salesforce-mcp-server Claim 2
A Model Context Protocol server implementation for interacting with Salesforce …
B 70 55 75 67 28 76 92
7672
riteshsonawala
Enables AI agents to interact with KDB+ databases through standardized MCP tool…
B 70 55 78 66 19 81 93
7673
fugle-dev
A server that enables interaction with Fugle trading systems, supporting real-t…
B 70 54 48 73 N/A 57 95 77
7674
michaelpine25
Google Drive MCP Claim
Connects Claude Desktop to Google Drive, allowing Claude to access and interact…
B 70 54 66 56 N/A 23 95 100
7675
CryptoAPIs-io
mcp-signer Claim 1
MCP server for local transaction signing on EVM, UTXO, Tron, and XRP — no API c…
B 70 54 69 62 N/A 42 90 82
7676
pronet-systems
TANSS MCP Server Claim
Enables AI assistants to interact with the TANSS ticket management system throu…
B 70 55 92 57 24 81 80
7677
robobobby
Provides access to the Finnish company registry (PRH/YTJ) to search for busines…
B 70 55 72 100 30 81 50
7678
han-517
Scholar MCP Claim
Enables searching and retrieving academic papers from arXiv and DBLP databases …
B 70 55 84 100 26 81 36
7679
rob-9
edstem-mcp Claim 1
Exposes the full Ed Discussion API to MCP clients, enabling users to manage thr…
B 70 55 68 75 35 80 86
7680
clockworked247
Enables searching for flights (one-way, round-trip, multi-city) and hotels usin…
B 70 55 88 66 20 81 77
7681
surisoft-io
CAPI Gateway Claim
Apache Camel API Gateway with REST-to-MCP bridging for LLM agents.
B 70 54 80 37 N/A 65 75 96
7682
timoconnellaus
Automates git worktree management with iTerm2 integration for Claude Code, allo…
B 70 54 78 51 N/A 19 95 94
7683
Go-555
Note Post MCP Claim
Enables automated publishing and draft saving to note.com platform using Playwr…
B 70 55 78 100 N/A 33 95 25
7684
LucaDeLeo
Connects AI assistants to Amazing Marvin for comprehensive task management, inc…
B 70 55 66 77 24 81 94
7685
mohsin-zaheer
n8n-MCP Claim 1
An MCP server that provides AI assistants with access to documentation, schemas…
B 70 55 69 46 62 80 96
7686
josefdc
UniProt MCP Server Claim
Provides seamless access to UniProtKB protein database, enabling queries for pr…
B 70 55 76 82 65 81 39
7687
imankamyabi
DynamoDB MCP Server Claim 2
Enables management of DynamoDB resources through the Model Context Protocol, su…
B 70 55 90 53 34 74 90
7688
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
7689
mlobo2012
A server that enables Claude Desktop users to access the Claude API directly, a…
B 70 54 94 33 N/A 19 95 95
7690
jjikky
Query AWS DynamoDB databases using natural language requests. Access and manage…
B 70 55 62 62 N/A 53 80 94
7691
louxsye
An MCP server that enables AI models to perform Google Web searches using the G…
B 70 55 63 68 36 80 100
7692
ahemavathy
Provides comprehensive functionality including weather data, system utilities, …
B 70 55 90 82 26 81 52
7693
keenanbass1
TIDAL MCP Server Claim 1
Enables interaction with TIDAL music streaming service through 27 tools for sea…
B 70 55 60 82 24 81 93
7694
chromewillow
Grey Hack MCP Server Claim 1
A Model Context Protocol server that enhances Grey Hack game development by pro…
B 70 55 79 67 18 80 91
7695
amornpan
Model Context Protocol server that provides seamless access to Google Calendar …
B 70 55 78 72 15 81 90
7696
rahul23aug
Codex MCP Telegram Claim 1
Enables remote execution of Codex CLI commands and provides an MCP tool for AI …
B 70 55 78 63 27 80 91
7697
Emenowicz
Hybris MCP Server Claim
Enables AI assistants to interact with SAP Commerce Cloud (Hybris) instances fo…
B 70 55 78 60 30 81 92
7698
ranveer0323
Allows Claude and other MCP clients to access real-time and historical stock ma…
B 70 55 70 63 43 81 88
7699
kotevcode
whatsapp-mcp Claim 2
An MCP server that connects Claude to WhatsApp for reading group messages, sear…
B 70 54 55 60 N/A 45 90 99
7700
wpfleger96
A server that exposes PagerDuty API functionality to LLMs with structured input…
B 70 55 80 41 66 81 84
Showing 7651–7700 of 47403 servers
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