MCP Server Quality Scores

Independent quality analysis of 66402 public MCP servers

66402
Discovered
31753
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2451
debridge-finance
debridge-mcp Claim 1
Cross-chain swaps and bridging across EVM and Solana blockchains via the deBrid…
B 78 66 71 80 88 55 81 88
2452
stilllovee
Provides tools for executing shell commands both synchronously and asynchronous…
B 78 55 78 100 N/A 29 95 74
2453
Krishanu-das-05
MCP Server Claim
A Python backend implementing the Model Context Protocol with Azure OpenAI inte…
B 78 55 84 75 40 81 100
2454
babuvenky76
Provides specialized tools for portfolio health analysis, rebalance simulations…
B 77 55 88 70 53 80 87
2455
suchitad1950
Enables managing employee records by providing tools to list directories, retri…
B 77 54 84 71 N/A 21 95 100
2456
Lee-Becky
mcp-google-ads Claim
B 77 54 76 66 N/A 44 95 95
2457
Lspace-io
An open-source server implementing the Model Context Protocol (MCP) that enable…
B 77 55 100 68 27 77 98
2458
AndreaCadonna
Generates professional PDF resumes using LaTeX templates through natural langua…
B 77 55 90 60 53 81 93
2459
chroma-core
chroma-mcp Claim
Chroma MCP server to access local and cloud Chroma instances for retrieval capa…
B 77 55 84 48 75 82 100
2460
cuongtl1992
A Model Context Protocol (MCP) server implementation that integrates with Unlea…
B 77 55 84 62 57 81 95
2461
multiluca2020
Provides structured sequential thinking capabilities for AI assistants to break…
B 77 55 78 100 N/A 50 95 47
2462
108yen
task-orchestrator-mcp Claim 2
An MCP server for task orchestration.
B 77 55 69 100 N/A 67 95 50
2463
piddlingtuna
This server enables large language models to access and interact with real-time…
B 77 55 90 68 40 81 98
2464
sellisd
mcp-units Claim 1
An MCP server that provides some common units conversions for cooking
B 77 54 75 63 N/A 44 95 100
2465
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
2466
bsmi021
Chain of Draft Server is a powerful AI-driven tool that helps developers make b…
B 77 54 84 60 N/A 52 92 90
2467
pierrebrunelle
mcp-server-openai Claim 2
Query OpenAI models directly from Claude using MCP protocol
B 77 55 90 68 37 80 100
2468
nullptr-z
AI modifies a function but misses 5 callers that also need updating. crag fixes…
B 77 54 94 61 N/A 46 92 84
2469
tannernicol
Grimoire Claim 1
A local security knowledge base that indexes documentation like CVEs and CWEs u…
B 77 55 94 91 58 81 49
2470
parmarjh
MCP Reasoner Claim 1
A systematic reasoning MCP server for Claude Desktop, featuring Beam Search and…
B 77 54 84 67 N/A 42 90 91
2471
brunoprela
Enables AI assistants to interact with TimescaleDB time-series databases throug…
B 77 55 84 61 62 81 96
2472
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
2473
Invoke-RE
BinjaLattice provides a secure interface for Binary Ninja that enables AI agent…
B 77 54 90 41 N/A 61 95 94
2474
doITmagic
rag-code-mcp Claim
Privacy-first semantic code navigation MCP server using RAG. Features deep AST …
B 77 54 94 43 N/A 78 90 79
2475
tobedoit
Enables AI assistants to create and manage Google Calendar events with OAuth2 a…
B 77 55 86 67 52 81 91
2476
remit-md
Enables AI agents to perform financial transactions such as direct payments, es…
B 77 55 90 62 51 82 94
2477
seonglae
MCP Server Claim 1
This TypeScript-based MCP server allows users to manage a simple notes system t…
B 77 54 94 55 29 92 100
2478
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
2479
kurovu146
claude-memory-fts Claim
Long-term memory MCP server for Claude Code with SQLite FTS5 full-text search, …
B 77 54 94 50 N/A 55 82 99
2480
shellsage-ai
Production-ready MCP server starter templates in TypeScript and Python. Include…
B 77 54 66 61 N/A 67 95 100
2481
AM1010101
Airtable MCP Server Claim 1
A Model Context Protocol server that provides read and write access to Airtable…
B 77 54 71 71 N/A 46 95 96
2482
narayana-reddy-circles
Enables checking git repository status and viewing recent commit history throug…
B 77 55 96 100 N/A 22 95 46
2483
Keeper-Security
KSM MCP is a Model Context Protocol (MCP) server that acts as a secure intermed…
B 77 54 88 43 N/A 67 92 95
2484
hanweg
mcp-pdf-tools Claim 1
mcp using PyPDF2 to: • merge-pdfs • extract-pages • search-pdfs • merge-pdf…
B 77 54 86 55 N/A 45 95 98
2485
skydeckai
Provides access to personal/team knowledge repositories with tools to search, r…
B 77 55 92 68 37 81 94
2486
hiromitsusasaki
An integration that allows LLMs to interact with Raindrop.io bookmarks using th…
B 77 55 90 72 36 80 96
2487
pskill9
hn-server Claim 2
📇 ☁️ Parses the HTML content from news.ycombinator.com (Hacker News) and provid…
B 77 54 80 63 N/A 41 94 100
2488
kunobi-ninja
Kunobi MCP Server Claim
Exposes Kunobi's application data and store querying capabilities to AI assista…
B 77 44 70 N/A N/A 53 95 84
2489
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
2490
Null-Phnix
Provides Claude with full access to Apple Calendar on macOS for event managemen…
B 77 55 90 100 N/A 30 95 51
2491
seekrays
mcp-monitor Claim
A system monitoring tool that exposes system metrics via the Model Context Prot…
B 77 54 70 56 N/A 68 92 100
2492
akshsgaur
Connects Claude to Canvas LMS, enabling students to query their coursework, ass…
B 77 54 88 67 N/A 22 92 99
2493
d-kimuson
ESA MCP Server Claim
Enables interaction with esa.io's API through the Model Context Protocol, suppo…
B 77 55 74 67 74 76 95
2494
sarmadparvez
postgresql-mcp Claim
A general-purpose PostgreSQL MCP server with full read-write SQL access, atomic…
B 77 55 78 57 71 80 99
2495
NaniDAO
agentek-eth Claim 1
A MCP server offering tools for cryptocurrency research and Ethereum-based auto…
B 77 55 75 71 57 82 99
2496
skypher
ClawPage Claim 1
Extract and structure any web page into clean JSON. Free tier: 10/day.
B 77 54 72 73 N/A 47 90 97
2497
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
2498
n8nKOR
n8n-workflow-mcp Claim
이젠 n8n workflow도 vibe 하게🚀 n8n workflow assistant mcp server
B 77 54 78 58 N/A 67 92 87
2499
ZenRows
zenrows-mcp Claim
ZenRows MCP server — Universal Scraper API for AI coding assistants
B 77 54 80 73 N/A 55 81 91
2500
debba
turbosmtp Claim 1
A simple Node.js MCP (Model Context Protocol) server for sending emails using T…
B 77 55 96 61 39 80 98
Showing 2451–2500 of 66402 servers
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