MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 6 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7051
businessarchi
N8N MCP Server Claim 1
Enables management of multiple N8N workflow automation instances through MCP. S…
B 71 55 78 62 27 80 99
7052
erinlkolp
Discord MCP Server Claim
Enables direct interaction with Discord servers to send messages, read channel …
B 71 55 72 72 27 80 95
7053
enemyrr
MCP Server Pagespeed Claim 2
Enables AI models to analyze webpage performance using the Google PageSpeed Ins…
B 71 55 78 53 37 82 100
7054
howiehuang220-star
Enables AI assistants to deploy and manage static websites directly through Edg…
B 71 55 88 56 27 82 91
7055
YogaSakti
Provides real-time Indonesian stock market (IDX) data including prices, technic…
B 71 55 78 100 N/A 32 90 39
7056
intelligent-ears
Integrates ProjectDiscovery security tools to perform automated reconnaissance,…
B 71 55 90 83 N/A 25 90 46
7057
cyanmage
A collection of Python-based Model Context Protocol servers that extend AI assi…
B 71 54 60 63 N/A 39 90 100
7058
martijndormans
An MCP server for the GitLab API that enables comprehensive project management,…
B 71 55 63 71 43 81 93
7059
varun29ankuS
mif-tools Claim
Convert, validate, and inspect AI agent memories across formats
B 71 54 72 27 N/A 73 95 93
7060
aamar-shahzad
MCP Screenshot Server Claim 1
Enables capturing screenshots and annotating images with boxes, arrows, text, h…
B 71 55 72 58 53 80 92
7061
victormasson21
Gmail MCP Server Claim
Enables AI assistants to read unread Gmail messages and compose draft replies w…
B 71 55 74 70 32 76 92
7062
anselmwang
Automatically configures email notification functionality for Cline through SMT…
B 71 54 80 56 N/A 21 95 91
7063
packetracer
Enables comprehensive management of Palo Alto Networks firewalls through a modu…
B 71 55 78 68 26 81 89
7064
abushadab
A Model Context Protocol server that enables interaction with self-hosted Supab…
B 71 55 81 71 23 71 97
7065
OpenTorah-ai
Enables Large Language Models to retrieve Jewish texts and commentaries from th…
B 71 55 78 53 34 82 98
7066
smith-nathanh
Vertica MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to interact with Ver…
B 71 54 77 56 N/A 22 95 94
7067
Cicatriiz
Enables AI assistants to access the Consumer Rights Wiki, providing tools to se…
B 71 55 86 91 N/A 24 95 40
7068
Lizzard-Solutions
Enables comprehensive browser automation through Browserless.io including PDF g…
B 71 55 90 66 22 74 87
7069
neosun100
notebookLM2PPT Claim
Enables AI models to convert NotebookLM PDF exports into high-quality PowerPoin…
B 71 55 72 57 47 81 93
7070
scmcphub
cellrank-mcp Claim
Enables natural language interaction for scRNA-Seq analysis including preproces…
B 71 55 84 63 39 81 77
7071
multiversx
multiversx-mx Claim 1
MCP Server for MultiversX
B 71 55 62 100 29 100 49
7072
rezashahnazar
Integrates Perplexity AI's chat capabilities with real-time web search, enablin…
B 71 55 86 100 28 81 39
7073
SlanyCukr
Enables AI agents to generate and manage specialized bug bounty hunting workflo…
B 71 55 90 58 29 81 84
7074
EvansLR
Spotify MCP Server Claim
Enables control of Spotify playback through OAuth authentication, including pla…
B 71 55 72 68 24 81 100
7075
rasdaman
Enables natural language interaction with rasdaman multidimensional databases b…
B 71 55 82 35 63 80 98
7076
wei
Enables AI assistants to search, retrieve, and interact with HackerNews content…
B 71 55 78 52 46 81 91
7077
vvarp
openapi-slice-mcp Claim
B 71 54 66 38 N/A 64 92 98
7078
CoderDayton
MCP server for structured reasoning with cognitive trap detection, verification…
B 71 54 69 21 N/A 84 94 99
7079
iishyfishyy
mermaid-live-mcp Claim
B 71 54 60 55 N/A 40 95 100
7080
steel-dev
steel-mcp-server Claim 1
MCP Server for interacting with a Steel web browser
B 71 54 81 40 N/A 40 95 92
7081
Khowabunga
Enables research of federal contract awards, market opportunities, and competit…
B 71 55 72 57 49 81 92
7082
itsanamune
Enables interaction with Retell AI's voice and chat agent platform. Build, depl…
B 71 55 86 100 24 81 42
7083
nimishgautam
Basic MCP Claim
A simple MCP server built with FastMCP for experimentation and learning purpose…
B 71 54 62 60 N/A 36 90 100
7084
zegh6389
An intelligent system that automatically scrapes Canadian news sources, process…
B 71 55 84 62 22 81 92
7085
schicks
ts-refactor-mcp Claim 1
An MCP server that enables AI agents to move TypeScript files and directories w…
B 71 55 63 100 N/A 51 95 35
7086
MCPJam
A production-ready template for building MCP servers on Cloudflare Workers that…
B 71 55 78 58 32 81 98
7087
tpavelek
MCP-Hub-MCP Server Claim
A hub server that connects to and manages other MCP servers, allowing users to …
B 71 55 66 100 49 81 47
7088
shanksxz
Enables AI models to access GitHub repository contents as context, with feature…
B 71 55 66 67 43 81 93
7089
ofershap
dns Claim 1
MCP server for DNS lookups, reverse DNS, WHOIS, and domain checks — zero auth, …
B 71 55 51 100 N/A 55 95 46
7090
joshuadanpeterson
An intelligent server that transforms local Dash documentation into a context-a…
B 71 55 94 74 N/A 33 95 38
7091
WilcoKruijer
Bunq MCP Claim 1
A Model Context Protocol server for Bunq that enables interaction with the Bunq…
B 71 55 65 67 46 77 96
7092
timkulbaev
mcp-linkedin Claim 1
LinkedIn publishing, commenting, and reacting via Unipile API. Dry-run by defau…
B 71 55 63 58 64 80 94
7093
lxy2109
Doubao TTS MCP Claim 1
A Model Context Protocol server that wraps Volcengine's Text-to-Speech API, all…
B 71 55 57 82 44 81 87
7094
williamvd4
A Model Context Protocol server that enables retrieval of transcripts from YouT…
B 71 55 75 100 40 82 41
7095
praveenc
MCP Server Builder Claim
Provides searchable access to official MCP protocol specification and FastMCP f…
B 71 55 60 60 65 81 92
7096
raghavared
Enables AI assistants to manage Gmail through natural language, supporting oper…
B 71 55 66 71 40 76 99
7097
devbrother2024
Send personalized greetings in your preferred language, perform quick calculati…
B 71 55 66 72 N/A 29 81 98
7098
adeze
raindrop-mcp Claim 1
Raindrop MCP Server
B 71 55 69 43 N/A 75 81 92
7099
vivalalova
A TypeScript-based MCP server that enables users to manage text notes and gener…
B 71 54 78 55 N/A 20 90 100
7100
kstonekuan
Enables Claude Code to send notifications to Discord channels via webhooks when…
B 71 55 72 62 46 81 91
Showing 7051–7100 of 30006 servers
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