MCP Server Quality Scores

Independent quality analysis of 47403 public MCP servers

47403
Discovered
29577
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7301
raysker
axon-research Claim
AI agent ecosystem research, DeFi analysis, and market research tools
B 70 55 78 91 N/A 29 95 37
7302
rodrigoai
Enables creating and managing customer records via an external API with Bearer …
B 70 55 84 58 24 80 92
7303
dandalgatov
A Cloudflare Workers server that extends a traditional full-stack TODO applicat…
B 70 54 54 62 N/A 44 90 100
7304
zsun4work
Fed Speech MCP Claim
Retrieves, parses, and analyzes speeches and testimonies from Federal Reserve o…
B 70 55 78 53 27 81 99
7305
aguaitech
A simple server that enables CRUD operations on Elementor data for WordPress pa…
B 70 55 68 70 27 81 95
7306
harshkedia177
Axon Claim 1
A graph-powered code intelligence engine that indexes codebases into a structur…
B 70 54 60 41 N/A 63 94 96
7307
mytechnotalent
An AI-driven MCP server that autonomously interfaces with Malware Bazaar, deliv…
B 70 54 64 42 55 95 94
7308
jpoles1
Provides AI systems with access to peer-reviewed medical information from StatP…
B 70 55 78 58 35 81 92
7309
chiefautism
mcp-buttplug Claim 1
An MCP server that connects Claude and other MCP clients to buttplug.io, allowi…
B 70 44 51 N/A N/A 32 95 99
7310
drapon
A toolkit for managing Claude desktop app extension configurations, enabling fe…
B 70 55 72 76 42 80 73
7311
timwukp
Orchestrates multiple AWS security services to provide comprehensive security a…
B 70 55 66 82 51 81 61
7312
tsutushi0628
wasurenagusa-mcp Claim 1
An MCP server that provides persistent memory for AI assistants by automaticall…
B 70 54 71 53 N/A 50 95 79
7313
ResakaGit
mcp-vitacore Claim
A session memory consolidation and architectural oversight system that uses Gem…
B 70 55 66 65 42 82 92
7314
singhashish4000
Provides comprehensive Git repository insights including author statistics, bra…
B 70 54 66 61 N/A 21 92 98
7315
dinehq
Feishu MCP Server Claim
Enables Claude to read and interact with Feishu (Lark) documents, spreadsheets,…
B 70 54 54 70 35 90 98
7316
ali-48
Combines a knowledge graph with RAG (Retrieval-Augmented Generation) capabiliti…
B 70 54 84 51 N/A 32 95 76
7317
RhombusSystems
Rhombus MCP Server Claim
Enables AI assistants to interact with Rhombus physical security systems, provi…
B 70 55 60 66 37 82 99
7318
consigcody94
Pythia MCP Claim 3
An MCP server that interfaces with the Lilith library to analyze Higgs boson ph…
B 70 55 81 82 57 78 43
7319
dongwoosuk
Outlook MCP Claim
Enables semantic search and AI-powered analysis of Outlook emails using RAG-bas…
B 70 54 88 27 N/A 45 95 92
7320
folathecoder
Provides AI assistants with access to the Adzuna Job Search API to search milli…
B 70 55 82 37 51 83 94
7321
dragomirweb
Crawl4Claude Claim
A comprehensive, domain-agnostic documentation scraping and AI integration tool…
B 70 54 82 41 N/A 30 95 93
7322
wuyunmei
Manages AI conversation context and personal knowledge bases through the Model …
B 70 55 72 66 22 81 97
7323
falahgs
Generates children's storybook illustrations in multiple art styles (3D cartoon…
B 70 55 72 71 20 81 96
7324
Ichigo3766
A MCP server that enables transcription of audio files using OpenAI's Speech-to…
B 70 55 75 55 41 76 100
7325
swairshah
Zotero MCP Server Claim
A server that enables MCP clients like Anthropic Claude App to interact with lo…
B 70 54 78 41 N/A 45 88 94
7326
lamemind
A utility toolkit that enhances Claude's code interaction capabilities by provi…
B 70 54 68 62 N/A 16 95 98
7327
seandavi
OLS MCP Server Claim
Provides reliable access to the Ontology Lookup Service (OLS) API, enabling AI …
B 70 55 72 82 N/A 25 95 59
7328
hashicorp
terraform-mcp-server Claim
🎖️🏎️☁️ - The official Terraform MCP Server seamlessly integrates with the Terra…
B 70 54 90 38 N/A 87 83 56
7329
nakishiyaman
dig Claim 2
MCP server for code archaeology: git blame, file history, contributors, and co-…
B 70 55 39 100 N/A 78 95 40
7330
coucya
Web Content Retrieval (full webpage, filtered content, or Markdown-converted), …
B 70 55 82 56 42 77 87
7331
xiaolaa2
MIDI File MCP Claim 1
A powerful MCP tool for parsing and manipulating MIDI files that allows users t…
B 70 55 70 82 67 76 51
7332
databutton
Databutton Claim 2
Build and deploy beautiful business apps effortlessly with our AI agent. Genera…
B 70 54 59 55 N/A 46 96 91
7333
jbkix06
Alpaca MCP Server Claim
Enables large language models to interact with Alpaca's trading infrastructure …
B 70 54 66 43 N/A 42 95 100
7334
willc121
Enables querying Garmin health data stored in Supabase through natural language…
B 70 55 78 57 27 81 98
7335
wubbyweb
A simple server that enables AI models to send WhatsApp messages via the Twilio…
B 70 55 78 71 16 80 92
7336
gabbar910
Integrates Jira and GitLab to enable AI agents to seamlessly manage issues, cre…
B 70 55 78 58 27 76 100
7337
CaptainCrouton89
A starter template for building Model Context Protocol servers that integrate w…
B 70 55 54 100 N/A 23 95 64
7338
hkopenai
An MCP server providing access to Hong Kong transportation data, including pass…
B 70 55 67 58 45 81 97
7339
koriyoshi2041
Moltbook MCP Server Claim 2
An MCP server that enables integration with Moltbook, a social network designed…
B 70 54 75 40 N/A 46 90 98
7340
justanotherspy
MCP Agent Memory Claim 1
A production-ready MCP server that enables multiple AI agents to collaborate th…
B 70 54 60 67 N/A 23 90 100
7341
lekt9
Enables AI-powered analytics for OpenReplay user sessions through natural langu…
B 70 55 84 65 23 81 81
7342
sodam-ai
An MCP server for managing work logs, research results, and task checkpoints to…
B 70 54 53 60 N/A 68 92 83
7343
tfscharff
Prevents citation hallucination by verifying academic citations against CrossRe…
B 70 55 78 100 27 81 48
7344
abdqum
Manage Supabase projects end to end across database, auth, storage, and realtim…
B 70 54 86 41 N/A 29 95 88
7345
Meerkats-Ai
Prospeo MCP Server Claim 1
A Model Context Protocol server that integrates with Prospeo API to find work e…
B 70 55 69 71 20 80 99
7346
ranit532
MCP Server POC Claim 1
A proof-of-concept MCP server demonstrating various capabilities including math…
B 70 55 78 57 43 71 94
7347
gmoneyn
mcp-creator Claim
A tool that enables AI assistants to conversationally scaffold, build, and publ…
B 70 54 88 41 N/A 27 90 94
7348
lioensky
A server that allows AI agents to consult multiple large language models (like …
B 70 55 80 71 21 81 81
7349
ashcastelinocs124
MCP Router Claim
Automatically selects the optimal LLM model for each task in Cursor IDE by anal…
B 70 55 72 67 29 80 93
7350
nanameru
The URL-Context-MCP MCP Server provides a tool to analyze and summarize the con…
B 70 55 78 82 24 81 67
Showing 7301–7350 of 47403 servers
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