MCP Server Quality Scores
Independent quality analysis of 69027 public MCP servers
Last updated 5 hours, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 63101 |
Schwab MCP Server
Claim
A read-only Model Context Protocol server that connects your Schwab brokerage a…
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| 63102 |
lake-of-vectors
Claim
Enables semantic search over local knowledge bases like Obsidian notes, SQLite,…
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| 63103 |
WalletTriage MCP
Claim
Real-time exploit-exposure check for EVM wallets with x402 USDC payments, no si…
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| 63104 |
UnderPixel
Claim
Records, replays, and correlates visual and API events in the browser, enabling…
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| 63105 |
FreeModel MCP
Claim
Routes tasks to the optimal AI model based on task type and benchmark scores ac…
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| 63106 |
remote-mcp-authless
Claim
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
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| 63107 |
memhippo
Claim
Provides persistent, shared memory for AI agents by capturing conversations ver…
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| 63108 |
A basic example MCP server demonstrating serverless deployment using Netlify Fu…
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| 63109 |
scplus-mcp
Claim
A local code-intelligence MCP server that provides structural, exact-query, rel…
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| 63110 |
MCP Financial Analyst
Claim
Enables financial analysis by fetching real market data from Yahoo Finance, com…
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| 63111 |
slurm_MCP
Claim
Enables interaction with Slurm HPC clusters via SSH, allowing job submission, m…
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| 63112 |
Speechmatics MCP Server
Claim
Enables Claude Code to transcribe audio and video files using the Speechmatics …
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| 63113 |
mcp-arcgis-asheville
Claim
Enables querying City of Asheville open geospatial data (parcels, zoning, etc.)…
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| 63114 |
Bardo
Claim
An identity & continuity platform for AI agents.
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| 63115 |
BingX MCP Server
Claim
Enables LLM agents to access BingX cryptocurrency exchange market data and exec…
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| 63116 |
cli
Claim
Git-native context for AI coding agents — CLI and local MCP server
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| 63117 |
企业查询MCP
Claim
Unlocks comprehensive enterprise data insights, enabling queries on business en…
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| 63118 |
Finance MCP Server
Claim
Fetches Korean and global financial data (indices, stocks, ETFs, exchange rates…
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| 63119 |
jaeger-mcp
Claim
Read-only MCP server for querying Jaeger environments from Codex, returning com…
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| 63120 |
trackly-cli
Claim
MCP server for job search and application tracking, enabling AI agents to searc…
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| 63121 |
mobile-debug-mcp
Claim
A minimal, secure MCP server for AI-assisted mobile development, enabling build…
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| 63122 |
kothar
Claim
Context-aware MCP server advisor. Tells you what to install for your specific p…
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| 63123 |
vistoazul-mcp
Claim
MCP server that enables AI agents to operate WhatsApp via Visto Azul API: send …
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| 63124 |
DevFlow MCP Server
Claim
MCP server that integrates DevFlow with AI code assistants to enforce structure…
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| 63125 |
Minds MCP Server
Claim
Enables LLMs to interact with Minds through the Minds SDK, supporting resource …
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| 63126 |
SegmentMCP
Claim
Transforms natural language queries into SQL for customer segmentation, enablin…
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| 63127 |
The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to…
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| 63128 |
Dogeshit MCP
Claim
Enables AI agents to trigger on-chain minting of $SHIT tokens via EIP-7702 dele…
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| 63129 |
Acornio MCP Server
Claim
A Model Context Protocol server that provides access to knowledge base document…
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| 63130 |
github-slim
Claim
Github MCP server optimized for AI assistants — Reduce context window tokens by…
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| 63131 |
codereview-mcp
Claim
An MCP server that lets AI agents review code using language models, supporting…
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| 63132 |
Minimal TypeScript MCP server providing real flight and hotel search via SerpAp…
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| 63133 |
Extends GitHub Copilot CLI with community plugins via MCP proxy, enabling plugi…
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| 63134 |
codemem
Claim
Persistent memory MCP server that captures coding session context and automatic…
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| 63135 |
OpenReview MCP server
Claim
Enables searching for users, fetching papers, and exporting research data from …
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| 63136 |
mcp-weather-server
Claim
Provides real-time weather, 5-day forecasts, and weather alerts for US states v…
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| 63137 |
google-search-trends-mcp
Claim
Provides Google Search trend data as an MCP tool, with historical series, growt…
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| 63138 |
A dedicated server for Oracle Cloud Infrastructure (OCI) Core Services that ena…
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| 63139 |
TopYappers MCP Server
Claim
Gives AI agents access to the TopYappers API for discovering viral content, tre…
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| 63140 |
Gorgias MCP Server
Claim
Enables interaction with the Gorgias helpdesk API, providing tools to manage ti…
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| 63141 |
claude-voice-input
Claim
Local MCP server that enables voice input to Claude by transcribing microphone …
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| 63142 |
drug-interaction-mcp
Claim
Drug-drug interaction checker for clinical LLMs, wrapping RxNorm, openFDA, and …
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| 63143 |
Qualys MCP Server
Claim
MCP server enabling AI assistants to interact with the Qualys vulnerability man…
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| 63144 |
FeatureBoard
Claim
Local-first project board MCP: an AI agent plans, works, verifies, and ships ti…
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| 63145 |
mcphello-mcp-server
Claim
Provides access to a curated database of over 1,500 MCP tools with quality scor…
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| 63146 |
dymola-mcp-server
Claim
Enables AI agents to load, translate, simulate, and analyze Modelica models in …
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| 63147 |
launchd-mcp
Claim
Manage macOS launchd jobs from MCP tools with support for Python-script tasks, …
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| 63148 |
LogicMem MCP Server
Claim
Provides persistent memory, reasoning engine, agent-to-agent sharing, and immut…
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| 63149 |
Miinta Pipedrive MCP
Claim
Read-only MCP server for Pipedrive that provides a digest-ready sales queue wit…
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| 63150 |
hacknplan-mcp
Claim
Enables Claude to interact with HacknPlan project management via the MCP protoc…
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