MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2501
norandom
Integrates RAGFlow's knowledge base API with Claude Desktop for document retrie…
B 77 55 100 91 37 81 55
2502
niyogi
render-mcp Claim
Interact with Render (https://render.com) and easily deploy your services
B 77 55 90 66 40 81 100
2503
remit-md
Enables AI agents to perform financial transactions such as direct payments, es…
B 77 55 90 62 51 82 94
2504
qiniu
qiniu-mcp-server Claim
A MCP built on Qiniu Cloud products, supporting access to Qiniu Cloud Storage, …
B 77 55 78 65 74 76 92
2505
aitytech
agentkits-memory Claim
Persistent memory for AI coding assistants with hybrid search (FTS5 + vector em…
B 77 54 96 25 N/A 76 95 94
2506
localden
🔒 Reference MCP servers that demo how authentication works with the current Mod…
B 77 54 80 65 N/A 34 95 100
2507
hithereiamaliff
Typebot MCP Server Claim
Enables interaction with Typebot's REST API to create, manage, publish, and cha…
B 77 55 88 70 41 81 95
2508
currentspace
A minimal MCP server template with hot reload support that helps developers qui…
B 77 54 86 65 N/A 28 95 100
2509
dazeb
Cline Memory Bank Claim
A Model Context Protocol server that provides persistent project context manage…
B 77 54 90 61 N/A 35 89 99
2510
ucesys
Provides a standardized way to interact with MinIO object storage, allowing acc…
B 77 55 92 68 39 81 94
2511
ngeojiajun
Code Snippet Server Claim 1
A MCP server for managing and storing code snippets in various programming lang…
B 77 55 69 100 N/A 47 95 63
2512
bluwork
mongo-scout-mcp Claim
Scout your MongoDB databases with AI - safety features, live monitoring, and da…
B 77 54 76 72 N/A 55 90 87
2513
u1pns
Provides comprehensive SQLite database interaction for AI agents, including dat…
B 77 55 88 100 N/A 38 95 48
2514
bababoi-bibilabu
agent-mq Claim
Message queue for AI coding assistants. Let AI agents (Claude Code, Cursor, Cod…
B 77 55 72 70 63 82 95
2515
san-techie21
astracipher Claim
Cryptographic identity for AI agents: W3C DIDs, Verifiable Credentials, post-qu…
B 77 54 96 48 N/A 56 91 90
2516
hiromitsusasaki
An integration that allows LLMs to interact with Raindrop.io bookmarks using th…
B 77 55 90 72 36 80 96
2517
gangadharrr
AWS S3 MCP Server Claim
Enables interaction with AWS S3 storage through bucket operations (create, dele…
B 77 55 84 61 56 80 98
2518
ColeMurray
Enables execution of SQL queries against AWS Athena databases with schema disco…
B 77 55 68 65 81 82 94
2519
ZhuBit
Local offline semantic search over documents (txt, md, pdf, docx, pptx, csv). I…
B 77 44 60 N/A N/A 62 95 93
2520
kelvinchng
Enables searching, browsing, and installing OriginUI components through the Mod…
B 77 55 94 60 43 81 99
2521
ArnoChenFx
Enables AI-powered search capabilities through Perplexity AI's continuously ref…
B 77 55 76 66 64 81 95
2522
miroslawfranek
Provides access to Open-E JovianDSS REST API documentation for intelligent sear…
B 77 55 90 57 61 81 92
2523
Bedolla
EnriWeb Claim 1
An MCP server that provides web search and URL fetching capabilities by delegat…
B 77 55 85 68 56 80 90
2524
jdickey1
IMAP Email MCP Server Claim 1
Enables AI assistants to read, search, compose, and send emails by connecting t…
B 77 55 94 62 40 78 100
2525
tahaswx
Enables web search via Serper API with advanced search operators and webpage sc…
B 77 55 100 58 42 81 93
2526
entira
ArchiMate MCP Server Claim 1
Enables generation of PlantUML ArchiMate enterprise architecture diagrams with …
B 77 55 86 87 59 84 59
2527
PabloLION
MCP Echo Env Claim
Echoes environment variables (PWD and WORKSPACE_SLUG) to verify that MCP client…
B 77 55 60 87 N/A 35 95 100
2528
Cyreslab-AI
Nessus MCP Server Claim
Nessus MCP Server
B 77 55 78 73 45 80 100
2529
jumasheff
Provides tools for retrieving and processing documentation through vector searc…
B 77 55 78 68 54 80 100
2530
gregario
lego-oracle Claim 1
LEGO sets, parts, minifigs, colours, and inventories from Rebrickable. 10 tools…
B 77 54 66 62 N/A 76 95 89
2531
stinkgen
Trino MCP Server Claim 1
Provides AI models with structured access to Trino's distributed SQL query engi…
B 77 55 74 82 45 81 94
2532
mazemaze
Enables task management and automated development workflow tracking with Eureka…
B 77 54 94 63 N/A 24 95 94
2533
bbusenius
FI-MCP Claim 2
Provides AI assistants with access to 30+ validated financial independence calc…
B 77 55 96 100 N/A 42 95 30
2534
hamid-vakilzadeh
Enables comprehensive academic research through the Semantic Scholar API, inclu…
B 77 55 92 72 27 81 100
2535
akhilthomas236
Jenkins MCP Server Claim
Enables AI assistants to interact with Jenkins CI/CD systems for build manageme…
B 77 55 84 68 46 82 95
2536
cdpath
MDict MCP Server Claim
A server that provides access to MDict dictionaries through the Model Context P…
B 77 54 68 62 N/A 62 94 100
2537
AungMyoKyaw
betterprompt-mcp Claim 1
MCP server for AI-enhanced prompt engineering and request conversion.
B 77 54 75 63 N/A 68 90 88
2538
darrenjrobinson
hibp Claim
A Model Context Protocol (MCP) server for the Have I Been Pwned (HIBP) API
B 77 54 82 71 N/A 55 81 92
2539
WW-AI-Lab
A production-ready development scaffold for MCP servers, optimized for Cursor I…
B 77 55 78 70 61 81 95
2540
bitrise-io
bitrise-mcp Claim 1
MCP Server for the [Bitrise](https://bitrise.io) API, enabling app management, …
B 77 66 56 80 97 54 81 88
2541
Durable-Technology
mcp-micromanage Claim 1
Controls coding agents by enforcing structured implementation plans with PRs an…
B 77 55 76 100 N/A 41 95 60
2542
Alexander-Herranz
Provides access to cryptocurrency market data, exchange information, and blockc…
B 77 55 74 82 53 81 90
2543
shlok-lgtm
Stablecoin risk scores, wallet risk profiles, and transaction risk assessment.
B 77 44 72 N/A N/A 35 95 98
2544
danielmeint
todo-txt-mcp Claim
Connects AI assistants to todo.txt files, enabling task management through natu…
B 77 54 70 53 N/A 72 92 100
2545
vltansky
Explain Changes Claim
Enables AI to perform peer review of its own code changes by displaying annotat…
B 77 54 78 60 N/A 59 95 90
2546
CryptoAPIs-io
mcp-address-latest Claim 1
MCP server for current balance and state of EVM, UTXO, Solana, XRP, Kaspa addre…
B 77 66 81 76 94 42 74 83
2547
daniel-lxs
mcp-perplexity Claim 3
MCP Server for the Perplexity API.
B 77 55 71 68 75 80 96
2548
bolivian-peru
baozi-mcp Claim
68 tools for AI agents to interact with Solana prediction markets on [Baozi.bet…
B 77 55 66 75 58 95 89
2549
JordanCoin
Provides a coherent memory layer for LLM agents that models beliefs as nodes in…
B 77 54 90 63 N/A 30 94 93
2550
psh4607
Enables AI to interact with multiple Swagger/OpenAPI specifications by listing …
B 77 55 90 60 53 82 91
Showing 2501–2550 of 67181 servers
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