MCP Server Quality Scores

Independent quality analysis of 43536 public MCP servers

43536
Discovered
29466
Scored
2111
Verified
16952
Complete

Last updated 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37001 N/A N/A 95
37002
sosacrazy126
Enable AI agents to perform advanced code search and querying across repositori…
N/A N/A 95
37003
CSOAI-ORG
The WAF for agents. Pattern-based + heuristic firewall scans prompts, RAG docum…
N/A N/A
37004
VapiAI
Integrate your applications with Vapi APIs through seamless function calling. E…
N/A N/A 95
37005
yeick010
DeFi tools for AI agents on Base. Live Uniswap V3 prices (slot0), on-chain agen…
81
37006
Pls
perplexity Claim
N/A N/A 95
37007
keepondream
Provides vocabulary query functions including synonyms, antonyms, hypernyms, hy…
N/A N/A
37008
gepappas98
mcprice Claim
finance crypto
81
37009
monte-carlo
Monte Carlo Claim
Data + AI observability — monitor and troubleshoot production-grade agents and …
81
37010
Rastrian
Enables AI clients to manage Discord servers through natural language, offering…
37011
agentcentral-to
Hosted Amazon Seller Central and Amazon Ads MCP server for Claude, ChatGPT, and…
37012
sessemi
sessemi-mcp Claim
Enables AI agents to scrape websites protected by Cloudflare, DataDome, and Aka…
37013
lasawno99
Browser MCP Claim
Automate your browser with AI using an MCP server and Chrome extension, enablin…
N/A N/A
37014
MCP-Mirror
Enables integration with Volcengine (火山引擎) knowledge base service through Claud…
81
37015
ajaaysrinivaas
reddit_mcp Claim
A Model Context Protocol server for reading public Reddit data and posting auth…
37016
Catter58
mcpBPMSoft Claim
Enables natural language interaction with BPMSoft CRM by handling OData complex…
37017
fabrecamimarlik
mimari-ai Claim
Turkey Building Regulations & Architectural Standards AI Assistant. 147 regulat…
81
37018
shawntyn
A weather simulation MCP server that provides deterministic mock weather data f…
37019
angryninja48
Connects to Garmin Connect and exposes fitness and health data (activities, ste…
37020
waymarks
Waymark Claim
MCP server that intercepts and controls AI agent actions in your codebase by en…
N/A N/A
37021
nextlaneagency
bigquery-mcp Claim
N/A N/A 95
37022
neverinfamous
PostgreSQL MCP server with 203 tools, connection pooling, HTTP/SSE, OAuth 2.1, …
N/A N/A 95
37023
bschoepke
Enables AI agents to control Ableton Live by evaluating arbitrary Python code a…
N/A N/A
37024
mcp-compliance Claim 1
CLI tool and MCP server that tests MCP servers for spec compliance
N/A N/A 81
37025
Samhud99
Provides tools for motor insurance quoting, including vehicle lookups, postcode…
81
37026
MariaDB
mcp-kp Claim
N/A N/A 95
37027
mdamire
Registers MCP features (tools, prompts, resources) and serializes JSON-RPC requ…
N/A N/A
37028
leanzero-srl
An MCP server for reading, creating, and managing PDF, DOCX, and Excel document…
N/A N/A
37029
blacksmithers
VaultForge Claim
An MCP server for Obsidian that enables canvas creation with auto-layout, BM25-…
N/A N/A
37030
mraro
Connects AI agents like Claude to the Tray Commerce platform, enabling natural …
37031
MingGH
封装豆包 Seedream 图像生成模型为 MCP 服务,支持文生图、图生图、组图及联网搜索生图,部署在 Cloudflare Workers 上
N/A N/A
37032
mcp-edu
mcp-server Claim
N/A N/A 95
37033
AndriiOzemko
A server for managing notes with full CRUD operations, tagging, and search, com…
N/A N/A
37034
ssolis-ti
Transforms any compatible LLM or AI Assistant into a master orchestrator of Cre…
N/A N/A
37035
byeung888
Personal AI assistant for your TradingView Desktop charts. Connects Claude Code…
N/A N/A
37036
Delego-Dev
delego Claim
A policy and audit firewall for agent actions that sits between an agent and a …
N/A N/A
37037
quavedev
Enables AI assistants to interact with Monti APM for Meteor application perform…
37038
stackblaze
rustfs-mcp Claim
A per-add-on RustFS (S3) object-storage admin MCP for the kubero chat, enabling…
N/A N/A
37039
plurity-ai
plurity-mcp Claim
Unified MCP server for Plurity's Audit (GEO readiness), Toll (agent traffic & l…
37040
benbjurstrom
Provides semantic search and keyword search over Obsidian notes, along with dir…
N/A N/A
37041
Hiruna219066
Unified MCP server for managing cloud resources across AWS, Google Cloud, Azure…
37042
gamesme
chatlab-mcp Claim
Enables AI assistants to query local ChatLab chat history using natural languag…
N/A N/A
37043
axel-belfort
AI-powered text and URL summarization API for AI agents. Extract key points fro…
81
37044
GravityKit
Enables AI assistants to manage Drip email marketing automation, including subs…
37045
Openfinanceorg
openfinance Claim
Connect your financial accounts to view balances, search transactions, and get …
N/A N/A 83
37046
iceener
Enables web scraping and search with batch support, rate limiting, and flexible…
37047
LLMQuant
Curated list of LLM-driven trading agents, MCP servers, and agent skills for ma…
N/A N/A
37048
saury1120
pdf-mcp Claim
Enables PDF document processing including text, image, and table extraction, as…
N/A N/A
37049
softdaddy-o
soft-ue-cli Claim
MCP server for controlling Unreal Engine 5 from AI agents, providing 120+ comma…
N/A N/A
37050
mcpnexus-registry
Enables natural language control of self-hosted media services like Sonarr, Pro…
Showing 37001–37050 of 43536 servers
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