MCP Server Quality Scores

Independent quality analysis of 66402 public MCP servers

66402
Discovered
31753
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 57 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2751
u1pns
Provides comprehensive SQLite database interaction for AI agents, including dat…
B 77 55 88 100 N/A 38 95 48
2752
SongT-50
Korean News Hub Claim
Korean news aggregator - Naver, Google News, Daum trends in real-time
B 77 66 90 66 72 47 81 96
2753
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
2754
haasonsaas
Provides a shared context layer for AI agent teams to improve token efficiency …
B 77 54 90 63 N/A 34 92 96
2755
Limecooler
Extracts YouTube video metadata and transcripts without requiring API keys, ena…
B 77 55 96 100 53 81 39
2756
Invoke-RE
BinjaLattice provides a secure interface for Binary Ninja that enables AI agent…
B 77 54 90 41 N/A 61 95 94
2757
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
2758
cordlesssteve
Provides comprehensive telemetry and usage analytics for Claude Code sessions, …
B 77 54 90 56 N/A 33 94 100
2759
blake365
usgs-quakes-mcp Claim 1
B 77 55 94 100 N/A 40 95 37
2760
hiromitsusasaki
An integration that allows LLMs to interact with Raindrop.io bookmarks using th…
B 77 55 90 72 36 80 96
2761
desk3
Desk3 MCP Server Claim
Cryptocurrency MCP Server! Free! This powerful tool is designed for blockchain …
B 77 55 96 66 46 71 99
2762
skydeckai
Provides access to personal/team knowledge repositories with tools to search, r…
B 77 55 92 68 37 81 94
2763
PromptishOperations
Revenue Engine MCP Claim
Connects Claude AI to Google Sheets, Gmail, and Calendar for comprehensive reve…
B 77 55 84 82 N/A 26 95 80
2764
pc035860
Scratchpad MCP Claim 1
Enables shared scratchpad functionality for Claude Code sub-agents with full-te…
B 77 55 90 100 N/A 53 90 38
2765
narayana-reddy-circles
Enables checking git repository status and viewing recent commit history throug…
B 77 55 96 100 N/A 22 95 46
2766
hyunjae-labs
Enables Excel file manipulation through Microsoft's official COM automation int…
B 77 55 60 82 N/A 43 95 98
2767
Antipas
mcp-4o-Image-Generator
B 77 55 94 68 38 81 93
2768
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
2769
shailesh5050
This server enables Claude to directly interact with SQLite, SQL Server, Postgr…
B 77 54 84 53 N/A 52 90 100
2770
wonyoungseong
GA4 MCP Server Claim
Enables interaction with Google Analytics 4 to manage accounts, run standard or…
B 77 55 92 70 32 83 93
2771
oxgeneral
agentmem Claim
Lightweight persistent memory for AI agents. Hybrid search. 16 tools. One SQLit…
B 77 54 100 37 N/A 62 92 92
2772
yamato-snow
FastMCP Claim
A TypeScript framework for building MCP servers with client session management …
B 77 55 78 71 49 81 100
2773
nwiizo
tfmcp Claim
🦀 🏠 - A Terraform MCP server allowing AI assistants to manage and operate Terra…
B 77 54 94 28 N/A 78 87 100
2774
mgsrevolver
ConsoleSpy Claim 1
A tool that captures browser console logs and makes them available in Cursor ID…
B 77 54 90 58 N/A 37 89 100
2775
akshsgaur
Connects Claude to Canvas LMS, enabling students to query their coursework, ass…
B 77 54 88 67 N/A 22 92 99
2776
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
2777
securityscan-api
securityscan Claim
Scans OpenClaw/ClawHub skills for security vulnerabilities before installation.…
B 77 66 96 62 87 21 81 95
2778
Angeltooth
Provides comprehensive gambling licensing information, fee calculations, compli…
B 77 54 90 63 N/A 24 92 100
2779
kevinlin
Enables AI agents to interact with GitLab repositories, manage merge requests, …
B 77 55 82 68 48 81 99
2780
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
2781
buhe
mcp-rss Claim
MCP RSS is a Model Context Protocol (MCP) server for interacting with RSS feeds
B 77 54 84 62 N/A 52 95 83
2782
glaksmono
finbud-data-mcp Claim
Access comprehensive, real-time financial data (stocks, options, crypto, forex)…
B 77 55 86 47 70 83 100
2783
swadegeiger1
word-mcp Claim 2
Enables reading, creating, and appending content to Microsoft Word (.docx) file…
B 77 55 90 100 N/A 47 90 42
2784
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
2785
M1Vision
Enables interaction with fal.ai AI models through MCP, supporting model discove…
B 77 55 78 76 50 82 94
2786
daviddata-cloud
An open-source MCP server that imports HR CSV data into an in-memory SQLite dat…
B 77 54 84 62 N/A 45 92 97
2787
square
Enables AI assistants to interact with Square's Connect API through the Model C…
B 77 55 86 65 65 78 87
2788
igorvieira
MCP Component Review Claim 1
Analyzes React component changes by performing structural analysis and generati…
B 77 55 90 66 48 78 95
2789
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
2790
eea
Enables interaction with the European Environment Agency (EEA) GeoNetwork Catal…
B 77 55 86 68 53 76 95
2791
Mnehmos
arXiv MCP Server Claim 1
Enables searching and retrieving academic papers from arXiv by various criteria…
B 77 55 96 100 48 81 45
2792
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
2793
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
2794
kazuph
🔗 Model Context Protocol (MCP) Server for retrieving saved articles from Pocket…
B 77 55 78 82 N/A 37 90 86
2795
pluginslab
wp-devdocs-mcp Claim 1
An MCP server that indexes WordPress hooks, filters, block registrations, and J…
B 77 54 69 58 N/A 75 90 99
2796
druellan
Enables access to Document360 knowledge base content through simple GET operati…
B 77 55 76 68 63 81 95
2797
rossshannon
Weekly Weather MCP server which returns 7 full days of detailed weather forecas…
B 77 55 84 68 56 83 89
2798
Arize-ai
Converts natural language queries into valid GraphQL queries and executes them …
B 77 55 78 82 33 86 92
2799
NigelThorne
Enables inspection and querying of Firestore data and Cloud Function logs withi…
B 77 55 78 82 N/A 27 95 90
2800
ZenRows
zenrows-mcp Claim
ZenRows MCP server — Universal Scraper API for AI coding assistants
B 77 54 80 73 N/A 55 81 91
Showing 2751–2800 of 66402 servers
« Prev 1 54 55 56 57 58 1329 Next »