MCP Server Quality Scores
Independent quality analysis of 41393 public MCP servers
Last updated 2 hours, 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36151 |
agentiam-mcp
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Stdio MCP wrapper for AgentIAM's 18 x402 endpoints — agent safety + intelligenc…
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| 36152 |
mcp-sse-test-6
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| 36153 |
Acled
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ACLED MCP — Armed Conflict Location & Event Data Project
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| 36154 |
swarmhaul
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Multi-agent coordination protocol on Solana. AI agents self-organize into swarm…
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| 36155 |
kanban
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| 36156 |
Zoho Books Accounting
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Manage Zoho Books contacts, items, estimates, and invoices directly from your w…
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| 36157 |
Programmatic Tableau workbook (.twb/.twbx) generation � 47 MCP tools for charts…
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| 36158 |
testing
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| 36159 |
Paid hosted MCP for agent-to-agent compute routing. 25% of net revenue funds co…
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| 36160 |
DevTool MCP
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Development tooling MCP server with process management, proxy, and frontend dia…
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| 36161 |
utilsforagents-mcp
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A suite of essential utility tools for AI agents, featuring clean HTML-to-Markd…
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| 36162 |
toml-yaml-json-mcp
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Parse, format, and convert configs across TOML, YAML, and JSON.
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| 36163 |
hypokrates
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Pharmacovigilance hypothesis generation from 15 public drug safety databases
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| 36164 |
health-api
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Clinical AI for lab analysis, biomarker scoring, health narratives, and risk in…
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| 36165 |
WhatsApp MCP Server
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Connects WhatsApp group chats to Claude, enabling reading, searching, exporting…
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| 36166 |
fordcor
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| 36167 |
Federated Directory MCP
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Enables contact searches within the Federated Directory system by name or email…
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| 36168 |
Cisco Catalog MCP Server
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Enables LLMs to query the Cisco Commerce Catalog API for product pricing, avail…
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| 36169 |
MCP Apple Notes
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Enables AI assistants like Claude to search and reference your Apple Notes usin…
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| 36170 |
Payment rails for AI agents. Pay merchants in USDC on Base. Dual-protocol: x402…
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| 36171 |
OSINT MCP Server
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A unified Open Source Intelligence toolkit that integrates data sources like Ce…
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| 36172 |
rekt
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REKT Store — browse and buy REKT drinks with AI-discounted pricing from any MCP…
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| 36173 |
A Model Context Protocol server that enables Claude and other AI assistants to …
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| 36174 |
An MCP server that integrates Neil Patel's Ubersuggest SEO platform with Cursor…
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| 36175 |
mcp-opentopography
Claim
Enables querying OpenTopography global DEM rasters and point elevations through…
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| 36176 |
MCP server enabling LLMs to interact with Anki flashcard software through AnkiC…
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| 36177 |
Conduit
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Enables AI agents to interact with Figma in real-time through a WebSocket conne…
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| 36178 |
cerebras-code-mcp
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Model Context Protocol (MCP) server for Cerebras to make coding faster in AI-fi…
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| 36179 |
GitLab MCP Server
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Connects AI assistants to GitLab, enabling natural language queries to view mer…
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| 36180 |
AnchorRegistry
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On-chain provenance lookup for AnchorRegistry. Resolve AR-IDs, hashes, and full…
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| 36181 |
Oi
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Access your Oi setup: teams, contexts, workflows, tools, and more.
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| 36182 |
A remote MCP image generation server that unifies OpenAI Images and Gemini gene…
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| 36183 |
Oracle MCP Query Server (Node.js) - Read-only SELECT via MCP
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| 36184 |
BOS MCP Server
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MCP server enables AI assistants to interact with BOS ERP System via REST API, …
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| 36185 |
django-telescope
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A Model Context Protocol (MCP) server for Django applications, inspired by Lara…
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| 36186 |
UnoPim MCP Server
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Enables Claude to manage the UnoPim Product Information Management system throu…
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| 36187 |
Vibe Blocks MCP
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Connects Roblox Studio to AI coding editors via the Model Context Protocol, all…
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| 36188 |
Text sentiment analysis API for AI agents. Analyze sentiment (positive/negative…
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| 36189 |
clipboard-mcp-server
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Read, write, and inspect the system clipboard on macOS, Linux (X11/Wayland), an…
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| 36190 |
mcpserver1
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| 36191 |
CockroachDB MCP Server
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Connects to CockroachDB instances and exposes database structures as resources,…
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| 36192 |
pharma-signal-api
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Drug safety intelligence: 358 drugs, 1M+ FDA adverse events, PV signal detectio…
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| 36193 |
example-mcp-server-streamable-http-stateless
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| 36194 |
cosync-local
Claim
Local encryption and project setup plugin for CoSync. Keys never leave your mac…
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| 36195 |
CalmSEO
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SEO MCP server for keyword research, SERP analysis, audits, and Search Console …
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| 36196 |
prime-intellect-mcp
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The server enables Claude Code to rent, drive, and terminate Prime Intellect GP…
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| 36197 |
flashcard-ai-mcp
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flashcard-ai-mcp MCP server by MEOK AI Labs
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| 36198 |
LeafEngines is an agricultural intelligence MCP server that provides comprehens…
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| 36199 |
An MCP server that transforms Claude-style skills and resources into callable t…
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| 36200 |
assiststudio-runner
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Windows-only headless LLM task automation engine with scheduling via Windows Ta…
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