MCP Server Quality Scores

Independent quality analysis of 44526 public MCP servers

44526
Discovered
29494
Scored
2111
Verified
16952
Complete

Last updated 2 hours, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2001
nickytonline
A starter template for building remote Model Context Protocol servers using Typ…
B 78 55 80 60 67 84 100
2002
alex1092
Enables integration with Up Banking API to query account balances, transaction …
B 78 55 90 65 44 81 100
2003
TomBener
Enables comprehensive management of DEVONthink records and databases, including…
B 78 54 92 61 N/A 35 95 95
2004
mariotaddeucci
Template MCP Claim
A secure MCP server using FastMCP and Eunomia Authorization, providing granular…
B 78 55 80 72 53 81 97
2005
CestcaVision
Enables saving AI conversation histories as clean, organized markdown notes wit…
B 78 54 90 61 N/A 48 92 91
2006
sgriffin-magnoliacap
Enables read-only interaction with Snowflake databases through SQL queries, sch…
B 78 55 84 66 55 81 99
2007
Jutop
SSH Linux Control Claim
Enables remote Linux VM management via SSH with automatic safety checks for des…
B 78 55 71 91 N/A 28 95 93
2008
writingmate
Sora 2 MCP Server Claim 1
Enables video generation through OpenAI's Sora 2 API, allowing users to create,…
B 78 55 96 65 43 74 100
2009
themotionmachine
OmniFocus-MCP Claim 1
Let LLMs interface with your tasks and projects through the Model Context Proto…
B 78 55 88 100 N/A 42 90 52
2010
google-marketing-solutions
Enables Large Language Models to interact with Google Ads API for querying camp…
B 78 54 72 58 75 95 95
2011
buildswithpaul
Infrastructure that connects LLMs to ERPNext. Frappe Assistant Core works with …
B 78 54 88 43 N/A 81 90 90
2012
Lexpedite
Enables interaction with the Blawx API to discover project ontologies, ask ques…
B 78 55 84 72 45 81 98
2013
Eis4TY
Provides Chinese holiday information, lunar calendar conversion, traditional fe…
B 78 55 84 82 57 81 80
2014
mlorentedev
pdf-modifier-mcp Claim
Enables AI assistants to natively read, edit, and redact PDF documents in place…
B 78 54 66 63 N/A 81 95 90
2015
gluip
chart-canvas Claim
Create interactive visualizations and query data sources (SQLite, CSV, Parquet,…
B 78 54 90 56 N/A 44 95 95
2016
Mohamed-Elnahla
revit-mcp Claim 1
Enables AI assistants to interact with Autodesk Revit to query project data, ma…
B 78 55 78 100 N/A 50 82 72
2017
vinny1575
Custom version of vibecheck
B 78 55 96 53 61 81 95
2018
Stefan-Nitu
MCP Xcode Claim
Enables AI assistants to build, test, run, and manage Apple platform projects (…
B 78 54 78 61 N/A 57 95 94
2019
skydeckai
An MCP Server to enable global access to Rememberizer
B 78 55 85 66 N/A 53 81 97
2020
preflight-dev
preflight Claim
24-tool MCP server for Claude Code that catches vague prompts before they waste…
B 78 54 76 56 N/A 83 89 92
2021
Jrigada
foundry-zksync Claim
Expose foundry-zksync (forge, cast, anvil-zksync) tools for zkSync Era developm…
B 78 54 72 72 N/A 55 92 94
2022
1lystore
mcp-server Claim 3
MCP server for 1ly.store — buy/sell APIs and launch tokens on Bags.fm with USDC…
B 78 54 75 71 N/A 66 83 93
2023
rohanraja
Web Search MCP Server Claim 1
Enables free web searching using Google search results without the need for API…
B 78 54 90 71 N/A 21 90 100
2024
trondhindenes
Code Index Claim
Fast local source code searching using Zoekt trigram-based indexing
B 78 54 76 58 N/A 69 92 98
2025
druellan
Fathom-Simple-MCP Claim
A Model Context Protocol (MCP) server for accessing Fathom AI API endpoints (me…
B 78 54 82 68 N/A 47 95 92
2026
administrativetrick
Enables users to search LinkedIn's public job listings with advanced filters li…
B 78 55 94 100 60 82 41
2027
YobieBen
Bridges Llama models with Claude Desktop through Ollama, enabling privacy-first…
B 78 54 90 73 N/A 18 95 95
2028
myownipgit
Generates QR codes and automatically saves them as PNG files with metadata trac…
B 78 54 90 60 N/A 35 95 96
2029
hauptsacheNet
clickup-mcp Claim
clickup-mcp
B 78 55 72 71 76 81 91
2030
mozhaa
HNPX SDK Claim
Enables AI-guided hierarchical fiction writing through structured XML documents…
B 78 55 62 82 N/A 47 95 100
2031
RoleModel
optics-mcp Claim 1
MCP Server for Optics Design System documentation and token usage.
B 78 54 71 52 N/A 77 95 98
2032
MasonChow
Parse JavaScript error stack traces back to original source code using source m…
B 78 55 54 82 N/A 77 90 92
2033
hffmnnj
Enables AI assistants to query, analyze, and resolve errors within the GlitchTi…
B 78 55 94 68 37 81 96
2034
Octodet
Read/write Elasticsearch mcp server with many tools
B 78 55 78 73 66 76 95
2035
estruyf
Enables AI assistants to interact with Demo Time and helps build presentations …
B 78 54 72 65 N/A 74 90 92
2036
danilonovaisv
n8n Workflow Builder Claim 1
Enables AI assistants to manage n8n automation workflows through natural langua…
B 78 55 94 100 48 81 50
2037
enderekici
Enables AI assistants to interact with Trading 212 investment accounts for port…
B 78 55 78 73 64 82 92
2038
reyhansunduk
Integrates with the Turkish Revenue Administration (GİB) e-Arşiv Fatura system …
B 78 55 96 67 39 81 96
2039
ah-wq
Wraps local multimodal CLIs (Google Gemini CLI and Qwen CLI) as MCP tools, enab…
B 78 55 90 100 N/A 46 95 40
2040
svnscha
Bridges AI models with WinDbg for crash dump analysis and remote debugging.
B 78 54 71 61 N/A 97 80 92
2041
jeremylongshore
Waygate MCP Claim
A security-hardened, containerized MCP server framework that provides superior …
B 78 55 90 66 55 81 92
2042
devload
Enables querying WhaTap monitoring data using MXQL (Metrics Query Language) thr…
B 78 55 100 68 26 81 97
2043
tornikegomareli
Provides advanced system monitoring and file search capabilities for macOS, all…
B 78 55 100 100 N/A 44 95 30
2044
nirholas
Crypto Market Data Claim
Real-time crypto prices OHLCV orderbook - Bitcoin Ethereum 10000+ tokens
B 78 55 90 50 N/A 64 83 99
2045
khughitt
A Model Context Protocol server that allows displaying messages via polybar sta…
B 78 55 69 100 N/A 32 95 80
2046
sbergeron42
gdb-multiarch-mcp Claim 2
An MCP server providing direct access to gdb-multiarch for debugging Nintendo S…
B 78 44 69 N/A N/A 45 95 95
2047
astronomer
astro-airflow-mcp Claim 2
An MCP server that enables AI assistants to interact with Apache Airflow's REST…
B 78 55 63 82 69 82 98
2048
ElonJask
Reqable MCP Server Claim 2
Exposes local Reqable network capture traffic to MCP clients for real-time moni…
B 78 55 68 82 N/A 64 92 80
2049
areweai
tsgram-mcp Claim 1
TSgram: Telegram + Claude with local workspace access on your phone in typescri…
B 78 54 90 66 N/A 50 84 90
2050
WuodOdhis
Enables AI agents to perform cross-chain bridging operations using natural lang…
B 78 55 96 66 47 81 91
Showing 2001–2050 of 44526 servers
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