MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32351
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64451
Play-New
Enables querying a comprehensive data lake of Italian civic open data, returnin…
64452
hey-mn8z
ZenRent Claim
**ZenRent MCP** — the UK property management MCP server for landlords. Connect…
81
64453
cloudflare
Browser rendering service. Fetch web pages, convert to markdown, and capture sc…
81
64454
AmyYingTang
A personalized news briefing MCP server that filters information from RSS, Redd…
N/A N/A
64455
UltraStarz
x402-sms Claim
Pay-per-call MCP server. $0.03 USDC sends one transactional SMS to a US phone n…
N/A N/A
64456
fomosdeimos-gif
MCP server for 0001SENSATIONS: 107-level textual descent, append-only trace log…
64457
@ZhaoDiankui
mariadb-mcp Claim
N/A N/A 95
64458
mifactory-bot
Verify AI agent reasoning and logic for errors and contradictions. Pay-per-use.
N/A N/A 63
64459
CRED-CLUB
aws-cost-mcp Claim
Enables querying AWS Cost and Usage Report data via Amazon Athena for cost-effe…
64460 N/A N/A 95
64461
Trac-Systems
OpenMayhem Claim
Use OpenMayhem text, embedding and media models with explicit cost controls.
64462
boy-373
MCP server for China Railway 12306 ticket availability: schedules and seats by …
64463
Phicks-debug
Provides tools for searching LinkedIn profiles and extracting names, URLs, and …
N/A N/A
64464
CSOAI-ORG
EU Platform Workers Directive (2024/2831) compliance — employment-status presum…
N/A N/A
64465
alikhande70
mt5-mcp Claim
A local-first MCP server that bridges AI coding agents with MetaTrader 5 for in…
N/A N/A
64466
jyswee
remote-mcp Claim
Agent-first real-time messaging over MCP: self-provision channels, publish, his…
64467
aaameobius-crypto
Intent-based permission system with risk scoring, rule engine, and audit trail …
64468
lukhim
Provides Claude with database access capabilities, supporting SQLite, SQL Serve…
64469
Deeptanshuu
mydy-lms Claim
An MCP server for interacting with the MyDy (Moodle-based) LMS, enabling attend…
64470
Pawansingh3889
Read-only MCP server for SQL databases (SQL Server, Postgres, SQLite) with mult…
N/A N/A 95
64471
jiahuidegit
Enables AI to efficiently analyze and extract structured data from complex docu…
N/A N/A
64472
dbwls99706
deadends.dev Claim
Structured failure knowledge for AI agents — dead ends, workarounds, error chai…
N/A N/A 95
64473
pwno-io
An MCP server and CLI that uses Tree-sitter to parse and analyze code.
N/A N/A
64474
ganyu123456
MCP server that enables LLMs to search, play, and manage music from multiple pl…
64475
bookedsolidtech
discord-ops Claim
A Discord MCP server with multi-guild project routing, enabling messaging, mode…
64476
LayerCall
LayerCall Claim
Score an IP, email, phone, domain or device for fraud in one call, with the sig…
64477
kevindump
mssql-mcp Claim
Exposes any Microsoft SQL Server database to AI agents with multi-database supp…
64478
anthropics
claude-ai-mcp Claim
Report issues related to MCP integration with Claude here.
N/A N/A
64479
JINA-CODE-SYSTEMS
Bridges Tally Prime ERP with AI assistants, enabling querying financial reports…
64480
8ncg92gm86-bit
Apple MCP Claim
Integrates with Apple apps on macOS to enable AI-powered automation of Messages…
N/A N/A
64481
stagproject
SEC EDGAR MCP for agents: search 10-K/10-Q, free sample preview, full filing JS…
64482
pblittle
Connects to Lightning Network nodes and enables natural language queries for ch…
81
64483
LevSky22
MCP server for managing Nango environments, integrations, connections, and prox…
64484
douglac
Banco MCP Claim
Brazilian Open Finance MCP — 30+ banks (Itaú, Nubank, etc.) to Claude/Cursor. R…
64485
Evanciel
stellavault Claim
Local-first MCP server: Claude searches, asks & drafts from your Obsidian vault…
N/A N/A
64486
kevinten-ai
Enables AI image generation, editing, and upscaling via Google Gemini and Image…
81
64487
Kalypsokichu-code
Enables the generation, management, and validation of Apple Shortcuts (.shortcu…
81
64488
open-energy-transition
PyPSA MCP Claim
Enables creating, analyzing, and optimizing energy system models using PyPSA th…
N/A N/A
64489
IsaiahDupree
U.S. real-estate data: property records, AVM value + rent estimates, sale/renta…
64490
Crawlio-app
Bridge a live Chrome browser to your agent: 150 tools for capture, extraction, …
N/A N/A
64491
ssql2014
An MCP server that enables Claude Code CLI to interact with Cloud Desktop, Chat…
N/A N/A
64492
pipeworx-io
Gdelt Claim
GDELT MCP — Global Database of Events, Language, and Tone (free, no auth)
64493
adamhudson777
SEC EDGAR financials, insider trades, 8-K events, and 13F holdings as MCP tools.
N/A N/A
64494
AgenticAI-Ind
MCP server for personal finance management and investment tracking with real-ti…
N/A N/A
64495
flaltangyi
cy-excel-mcp Claim
Parses WeChat order messages, merges follow-up updates, and writes structured o…
64496
MasihMoafi
Production-ready MCP server providing RAG, hierarchical memory, and 8+ tools fo…
N/A N/A
64497
trypeggy
Enables searching and analyzing Facebook's public ads library to see what compa…
81
64498
justfortytwo
A semantic-memory MCP server that stores text 'memories' with provenance and en…
N/A N/A
64499
spshkar84
Persistent causal memory for AI agents — semantic recall, causal chains, skills.
N/A N/A 81
64500
nalyDzzz
Read-only MCP server for reconciling SimpleFIN bank data against Firefly III le…
N/A N/A
Showing 64451–64500 of 67291 servers