MCP Server Quality Scores

Independent quality analysis of 43536 public MCP servers

43536
Discovered
29466
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36801 N/A N/A 95
36802
sosacrazy126
Enable AI agents to perform advanced code search and querying across repositori…
N/A N/A 95
36803
CSOAI-ORG
The WAF for agents. Pattern-based + heuristic firewall scans prompts, RAG docum…
N/A N/A
36804
VapiAI
Integrate your applications with Vapi APIs through seamless function calling. E…
N/A N/A 95
36805
yeick010
DeFi tools for AI agents on Base. Live Uniswap V3 prices (slot0), on-chain agen…
81
36806
Pls
perplexity Claim
N/A N/A 95
36807
keepondream
Provides vocabulary query functions including synonyms, antonyms, hypernyms, hy…
N/A N/A
36808
gepappas98
mcprice Claim
finance crypto
81
36809
monte-carlo
Monte Carlo Claim
Data + AI observability — monitor and troubleshoot production-grade agents and …
81
36810
Rastrian
Enables AI clients to manage Discord servers through natural language, offering…
36811
agentcentral-to
Hosted Amazon Seller Central and Amazon Ads MCP server for Claude, ChatGPT, and…
36812
sessemi
sessemi-mcp Claim
Enables AI agents to scrape websites protected by Cloudflare, DataDome, and Aka…
36813
lasawno99
Browser MCP Claim
Automate your browser with AI using an MCP server and Chrome extension, enablin…
N/A N/A
36814
MCP-Mirror
Enables integration with Volcengine (火山引擎) knowledge base service through Claud…
81
36815
ajaaysrinivaas
reddit_mcp Claim
A Model Context Protocol server for reading public Reddit data and posting auth…
36816
Catter58
mcpBPMSoft Claim
Enables natural language interaction with BPMSoft CRM by handling OData complex…
36817
fabrecamimarlik
mimari-ai Claim
Turkey Building Regulations & Architectural Standards AI Assistant. 147 regulat…
81
36818
shawntyn
A weather simulation MCP server that provides deterministic mock weather data f…
36819
angryninja48
Connects to Garmin Connect and exposes fitness and health data (activities, ste…
36820
waymarks
Waymark Claim
MCP server that intercepts and controls AI agent actions in your codebase by en…
N/A N/A
36821
nextlaneagency
bigquery-mcp Claim
N/A N/A 95
36822
neverinfamous
PostgreSQL MCP server with 203 tools, connection pooling, HTTP/SSE, OAuth 2.1, …
N/A N/A 95
36823
bschoepke
Enables AI agents to control Ableton Live by evaluating arbitrary Python code a…
N/A N/A
36824
mcp-compliance Claim 1
CLI tool and MCP server that tests MCP servers for spec compliance
N/A N/A 81
36825
mdamire
Registers MCP features (tools, prompts, resources) and serializes JSON-RPC requ…
N/A N/A
36826
leanzero-srl
An MCP server for reading, creating, and managing PDF, DOCX, and Excel document…
N/A N/A
36827
blacksmithers
VaultForge Claim
An MCP server for Obsidian that enables canvas creation with auto-layout, BM25-…
N/A N/A
36828
mraro
Connects AI agents like Claude to the Tray Commerce platform, enabling natural …
36829
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
36830
mcp-edu
mcp-server Claim
N/A N/A 95
36831
AndriiOzemko
A server for managing notes with full CRUD operations, tagging, and search, com…
N/A N/A
36832
ssolis-ti
Transforms any compatible LLM or AI Assistant into a master orchestrator of Cre…
N/A N/A
36833
byeung888
Personal AI assistant for your TradingView Desktop charts. Connects Claude Code…
N/A N/A
36834
Delego-Dev
delego Claim
A policy and audit firewall for agent actions that sits between an agent and a …
N/A N/A
36835
quavedev
Enables AI assistants to interact with Monti APM for Meteor application perform…
36836
stackblaze
rustfs-mcp Claim
A per-add-on RustFS (S3) object-storage admin MCP for the kubero chat, enabling…
N/A N/A
36837
plurity-ai
plurity-mcp Claim
Unified MCP server for Plurity's Audit (GEO readiness), Toll (agent traffic & l…
36838
benbjurstrom
Provides semantic search and keyword search over Obsidian notes, along with dir…
N/A N/A
36839
Hiruna219066
Unified MCP server for managing cloud resources across AWS, Google Cloud, Azure…
36840
gamesme
chatlab-mcp Claim
Enables AI assistants to query local ChatLab chat history using natural languag…
N/A N/A
36841
axel-belfort
AI-powered text and URL summarization API for AI agents. Extract key points fro…
81
36842
GravityKit
Enables AI assistants to manage Drip email marketing automation, including subs…
36843
Openfinanceorg
openfinance Claim
Connect your financial accounts to view balances, search transactions, and get …
N/A N/A 83
36844
iceener
Enables web scraping and search with batch support, rate limiting, and flexible…
36845
LLMQuant
Curated list of LLM-driven trading agents, MCP servers, and agent skills for ma…
N/A N/A
36846
saury1120
pdf-mcp Claim
Enables PDF document processing including text, image, and table extraction, as…
N/A N/A
36847
softdaddy-o
soft-ue-cli Claim
MCP server for controlling Unreal Engine 5 from AI agents, providing 120+ comma…
N/A N/A
36848
mcpnexus-registry
Enables natural language control of self-hosted media services like Sonarr, Pro…
36849
enkiEng
Enables AI models to write, format, compile, lint, and structure modern Fortran…
N/A N/A
36850
cyberbobjr
A Model Context Protocol (MCP) server providing comprehensive stock screening c…
Showing 36801–36850 of 43536 servers
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