MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12551
curtis-d-williams
A deterministic, network-free MCP server for validating repository release hygi…
C 61 54 54 22 N/A 50 95 90
12552
jray2123
Zen MCP Claim 1
An orchestration server that enables AI agents to collaborate across multiple A…
C 61 55 90 41 33 78 47
12553
cegme
This MCP server enables users to interact with and analyze the dair-ai/emotion …
C 60 55 48 30 45 83 99
12554
3351163616
MCP PDF Reader Claim 1
Intelligent PDF processing server that automatically detects PDF types (text or…
C 60 55 60 82 N/A 24 95 23
12555
nmichaud0
Converts Digital Object Identifiers (DOIs) to BibTeX format using the official …
C 60 66 78 58 0 42 81 100
12556
ssong-openmaru-io
WordPress MCP Server Claim 1
A Node.js server that wraps the WordPress REST API with the Model Context Proto…
C 60 55 54 61 35 82 64
12557
datalayer
Earthdata MCP Server Claim 1
A Model Context Protocol server that enables efficient discovery and retrieval …
C 60 55 53 40 46 78 85
12558
Roelovanheeren
Enables management of dental appointments through Google Calendar integration. …
C 60 66 92 58 0 22 81 99
12559
mohdhaji87
Provides advanced JWT auditing tools including decoding, vulnerability analysis…
C 60 54 54 30 N/A 22 95 94
12560
ahramadan44
Enables checking domain name availability using WHOIS lookups and DNS resolutio…
C 60 55 60 33 19 81 100
12561
salvisare
sensecritiq Claim
UX research synthesis. Upload interviews and get themes, findings, and verbatim…
C 60 54 54 42 N/A 20 83 93
12562
serbansorin
Enables AI assistants to build and manage Filament admin panels by providing co…
C 60 55 60 82 30 81 35
12563
VolumeFi
Paloma DEX MCP Server Claim 1
A Model Context Protocol server that enables AI agents to autonomously execute …
C 60 55 65 28 25 81 97
12564
HeloyoM
mcp-server-test Claim
C 60 55 36 100 N/A 17 95 37
12565
muriloruiz91-maker
Enables users to fetch jokes from multiple sources including Chuck Norris jokes…
C 60 55 60 17 44 81 100
12566
Otman404
Enables LLMs to retrieve real-time stock and cryptocurrency prices and news usi…
C 60 55 66 25 23 82 96
12567
kukapay
chainlist-mcp Claim 1
An MCP server that gives AI agents fast access to verified EVM chain informatio…
C 60 55 55 27 38 82 100
12568
atarkowska
fastmcp-sqltools Claim 1
A MCP server provides SQL database access with support for PostgreSQL, MySQL, a…
C 60 54 45 31 N/A 50 90 89
12569
benzaidfoued
Velero MCP Server Claim
Provides read-only access to Velero backup and schedule resources in Kubernetes…
C 60 55 42 55 31 81 87
12570
JackKuo666
PyPI MCP Server Claim
Enables AI assistants to search PyPI packages and retrieve detailed metadata, v…
C 60 55 70 30 15 83 95
12571
BearNetwork-BRNKC
SketchupMCP Claim
Integration that connects Sketchup to Claude AI through the Model Context Proto…
C 60 55 60 31 43 81 87
12572
kpfitzgerald
youtube-mcp Claim
A FastMCP server providing 25 tools for interacting with the YouTube Data API v…
C 60 55 60 35 31 81 88
12573
cloudera
Enables read-only access to Apache Iceberg tables via Impala, allowing LLMs to …
C 60 55 54 25 49 76 98
12574
chenningling
Enables automated interaction with Xiaohongshu (Little Red Book) platform inclu…
C 60 54 60 33 N/A 26 95 82
12575
ebwinters
Chunky MCP Claim 1
An MCP server that manages chunking and reading of large responses, allowing to…
C 60 54 51 30 N/A 43 92 88
12576
dcpurnell
Enables AI assistants to securely interact with Microsoft OneNote data through …
C 60 55 86 43 56 80 26
12577
xuegao-tzx
Enables programmatic control of Android devices via ADB, supporting UI automati…
C 60 54 48 31 N/A 52 90 85
12578
BerryKuipers
A Python-based Model Context Protocol server that allows AI assistants like Cla…
C 60 55 60 41 26 80 86
12579
mcp2everything
MCP2Brave Claim 1
A server based on the MCP protocol that uses the Brave API for web search funct…
C 60 55 70 27 35 81 84
12580
Webdev3-digi
fastalert-mcp Claim
C 60 64 78 67 0 24 95 89
12581
tejpalvirk
Provides tools for managing qualitative research knowledge graphs, enabling str…
C 60 55 76 33 18 81 82
12582
jsmiff
MCP Base Claim
A generic Model Context Protocol framework for building AI-powered applications…
C 60 55 66 36 23 81 87
12583
611711Dark
A mathematical computation service that enables users to perform symbolic calcu…
C 60 55 62 25 39 81 94
12584
Steven-Luo
Enables AI-powered business intelligence and data analysis using pandas and LLM…
C 60 55 56 62 21 81 70
12585
nickpending
MCP-Censys Claim 1
A Model Context Protocol server that enables natural language querying of the C…
C 60 55 61 35 18 82 98
12586
script-dragonmkop8t
Provides AI agents with real-time cryptocurrency news and media updates sourced…
C 60 55 42 40 44 80 100
12587
pontusab
Resend MCP Server Claim 1
Allows sending emails through the Resend service using a standardized Model Con…
C 60 55 48 63 13 81 88
12588
lisy09
Enables text-to-image generation using Zhipu AI's CogView4 model with support f…
C 60 55 72 35 24 81 81
12589
sougatabh
Enables access to National Stock Exchange (NSE) market data through the Upstox …
C 60 55 68 31 21 80 92
12590
VikasPrajapati1998
A Model Context Protocol server built with FastMCP that provides tools for retr…
C 60 54 39 33 N/A 45 90 99
12591
roboulos
A Model Context Protocol server that enables Claude AI to interact with Xano da…
C 60 55 45 38 44 80 97
12592
mcp2everything
MCP2Tavily Claim 1
An MCP protocol server that enables web search functionality using the Tavily A…
C 60 55 70 42 17 82 79
12593
kukapay
dex-metrics-mcp Claim 1
An MCP server that tracks trading volume metrics segmented by DEX, blockchain, …
C 60 55 45 37 40 81 100
12594
Traia-IO
An MCP server that enables AI agents and LLMs to interact with the Test MCP Ser…
C 60 55 57 41 24 81 93
12595
timolein74
MCP Server for AsterPay x402 Data API — market data, AI tools, crypto analytics…
C 60 55 21 66 33 82 100
12596
modelcontextprotocol-servers
Google Search MCP Claim 1
A Playwright-based tool that performs Google searches and extracts results whil…
C 60 55 60 82 24 81 37
12597
bader1919
Odoo MCP Server Claim 1
Enables AI assistants to interact with Odoo ERP systems through XML-RPC, provid…
C 60 55 66 47 18 80 79
12598
kukapay
wormhole-metrics-mcp Claim 1
An MCP server that analyzes cross-chain activity on the Wormhole protocol, prov…
C 60 55 55 32 41 83 92
12599
dslans
Enables comprehensive healthcare data analysis using Tuva Health demo data with…
C 60 55 72 31 22 81 88
12600
citizenhicks
Enables AI assistants to access real-time financial data, historical stock pric…
C 60 55 68 31 20 81 90
Showing 12551–12600 of 67226 servers
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