MCP Server Quality Scores

Independent quality analysis of 44440 public MCP servers

44440
Discovered
29486
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1101
jordanburke
joplin-mcp-server Claim
Joplin MCP Server
B 81 55 84 68 73 80 99
1102
joleyline
MCP Memory LibSQL Claim 1
A high-performance, persistent memory system for the Model Context Protocol (MC…
B 81 55 94 68 62 82 92
1103
MichaelWeed
atlas-g-protocol Claim
Resume-as-an-Agent (RAAA) or Portfolio-as-an-Agent (PAAA) allows Agents to talk…
B 80 55 94 66 65 82 89
1104
joachimBrindeau
Domain MCP Claim
Enables natural language domain management through Dynadot, supporting domain r…
B 80 55 88 68 70 83 91
1105
markswendsen-code
Sephora MCP Server Claim
Enables users to search for beauty products, manage shopping baskets, and compl…
B 80 54 96 76 N/A 35 87 94
1106
j-shelfwood
A bridge server that allows LLM tools to interact with an Obsidian vault throug…
B 80 54 78 71 N/A 63 90 95
1107
Skeyelab
Directus MCP Server Claim 1
Enables comprehensive management of Directus instances through tools for schema…
B 80 55 84 71 65 83 94
1108
alx1p
Luma Events Claim
Discover events from Luma — search by category, city, distance, and keywords wi…
B 80 44 76 N/A N/A 50 95 93
1109
MushroomFleet
Enhance your transcription workflow with intelligent processing capabilities. A…
B 80 54 96 53 N/A 55 90 99
1110
universal-tool-calling-protocol
code-mode Claim
🔌 Plug-and-play library to enable agents to call MCP and UTCP tools via code ex…
B 80 54 84 67 N/A 61 95 88
1111
memstate-ai
memstate-mcp Claim
Versioned, structured memory for AI agents. Stores facts as keypaths with full …
B 80 66 84 80 97 35 80 93
1112
rog0x
mcp-json-tools Claim
An MCP server that provides tools for JSON validation, diffing, and transformat…
B 80 44 72 55 95 95
1113
berlinbra
alpha-vantage-mcp Claim
Alpha Vantage API integration to fetch both stock and crypto information
B 80 55 92 68 51 80 100
1114
shelfio
Datadog MCP Server Claim
Enables comprehensive Datadog monitoring capabilities including CI/CD pipeline …
B 80 55 100 60 60 82 93
1115
spranab
brainstorm-mcp Claim
Multi-round AI brainstorming debates between multiple models (GPT, Gemini, Deep…
B 80 54 72 70 N/A 76 92 94
1116
qso-graph
adif-mcp Claim 1
Provides safe, typed access to Amateur Radio logging data with ADIF validation,…
B 80 55 76 82 68 95 74
1117
minagishl
N Lobby MCP Server Claim 2
A Model Context Protocol server that provides secure access to N Lobby school p…
B 80 54 77 66 N/A 67 95 96
1118
shwetank-dev
mcp-calendly Claim
Enables interaction with Calendly to manage event types, scheduled events, and …
B 80 55 84 65 72 82 99
1119
utensils
mcp-nixos Claim
MCP server providing accurate information about NixOS packages, system options,…
B 80 54 84 66 N/A 75 90 85
1120
peadams21
Provides comprehensive Google Calendar integration capabilities allowing AI ass…
B 80 55 94 75 42 80 98
1121
airdrop-alpha
Xcode MCP Server Claim 1
Enables AI assistants to manage Xcode projects by listing targets, reading conf…
B 80 54 90 67 N/A 48 90 96
1122
kushneryk
join.cloud Claim 1
Collaboration rooms for AI agents. Create rooms, join with agentToken, exchange…
B 80 54 71 100 55 76 95
1123
tushar-badhwar
NLSQL MCP Server Claim
A Node.js package that provides a Model Context Protocol server for converting …
B 80 54 92 62 N/A 46 95 94
1124
ragnar-johannsson
MCP SGF Server Claim
Enables processing of SGF (Smart Game Format) files to extract comprehensive ga…
B 80 55 92 66 56 82 98
1125
dsgarage
ReviewMCP Claim 1
Enables automatic validation and correction of Re:VIEW manuscript files by chec…
B 80 55 78 82 N/A 33 95 100
1126
cedricvidal
Memorious MCP Claim
Provides AI assistants with long-term semantic memory capabilities through loca…
B 80 55 76 82 N/A 50 95 89
1127
shensi8312
blogburst-mcp-server Claim 1
AI content generation, repurposing, and multi-platform publishing with [BlogBur…
B 80 54 90 67 47 95 91
1128
jayozer
MCP Outlook Server Claim
Enables sending emails through Microsoft Outlook using the Microsoft Graph API.…
B 80 66 100 66 90 42 81 90
1129
moonray
Figma MCP Server Claim 1
Facilitates the analysis of Figma file structures by extracting node hierarchie…
B 80 55 100 71 40 82 92
1130
JonyanDunh
Integrates Brave Search API to enable web, image, video, news, and local busine…
B 80 55 94 72 45 81 98
1131
flight505
MCP Think Tank Claim
Provides AI assistants with enhanced reasoning capabilities through structured …
B 80 54 90 61 N/A 52 95 93
1132
timothywarner-org
🧠 Stop building AI that forgets. Master MCP (Model Context Protocol) with produ…
B 80 54 90 55 N/A 59 95 96
1133
doko89
Enables personal project documentation management through local markdown files …
B 80 55 78 100 N/A 26 95 83
1134
Tylarcam
MCP Session Closer Claim 1
Gracefully closes Cursor work sessions by syncing context files across multiple…
B 80 55 96 100 N/A 38 95 50
1135
Ansvar-Systems
indonesian-law-mcp Claim
Indonesian legislation via MCP — full-text search across statutes and provisions
B 80 54 75 93 N/A 35 95 91
1136
entro314-labs
Generates all required web app icons and manifest files from a single source im…
B 80 54 94 61 N/A 50 92 92
1137
Xplo8E
HackTricks MCP Server Claim 1
Search and query HackTricks pentesting documentation with quick lookup and sect…
B 80 54 94 56 N/A 63 89 91
1138
Quinncuatro
Jane Claim
Jane is an MCP server that transforms team documentation and project specificat…
B 80 54 94 73 N/A 23 95 98
1139
automators-com
Enables AI models to generate synthetic data, manage templates and connections,…
B 80 55 80 71 74 81 97
1140
shiquda
roadmap-skill Claim 2
Shared roadmap for humans and AI Agents. Visual kanban and graph for you, Skill…
B 80 55 96 65 N/A 61 94 76
1141
gilbarbara
Agent Hub MCP Claim
Enables multi-agent collaboration across different AI assistants and projects b…
B 80 55 96 61 69 80 92
1142
macarthy
bruno-mcp Claim
🚀 MCP server for generating Bruno API testing files programmatically. Create co…
B 80 54 88 72 N/A 47 95 91
1143
lionkiii
rss-feeds-mcp Claim
RSS feeds MCP server with 8 tools — fetch, filter, search, and manage RSS feeds…
B 80 44 70 N/A N/A 53 95 99
1144
kevinwuhoo
Enables LLM clients to convert addresses to coordinates (forward geocoding), co…
B 80 55 84 76 58 82 94
1145
chunlea
screenshot-mcp Claim
A cross-platform MCP server that allows AI agents to capture screenshots of spe…
B 80 54 90 66 N/A 50 90 98
1146
delega-dev
delega Claim
Task management API for AI agents. Create, delegate, and track tasks via MCP.
B 80 54 76 72 N/A 83 81 94
1147
oabolade
Figma MCP Server Claim
MCP server enabling AI assistants to interact with Figma designs via natural la…
B 80 54 96 68 N/A 53 83 92
1148
deepwriter-ai
Provides tools for creating, managing, and generating content for DeepWriter pr…
B 80 55 92 72 49 81 95
1149
giovanemartins
localstack Claim 2
MCP server for LocalStack AWS services, enabling AI agents to interact with loc…
B 80 55 73 100 N/A 72 75 76
1150
Ansvar-Systems
jamaican-law-mcp Claim 1
Jamaican legislation via MCP — full-text search across statutes and provisions
B 80 54 71 93 N/A 35 95 93
Showing 1101–1150 of 44440 servers
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