MCP Server Quality Scores
Independent quality analysis of 46593 public MCP servers
Last updated 36 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
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| ○ Unscored | ||||||||||
| 46401 |
test
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| 46402 |
invezgo
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| 46403 |
Enables AI educators to provide simple explanations, interactive demonstrations…
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| 46404 |
MCP MySQL Server
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Enables read-only MySQL database connectivity, allowing execution of SELECT que…
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| 46405 |
useVyre Context
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useVyre component context for AI agents — valid props, variants, anti-patterns,…
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| 46406 |
JVM Source Lens
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Gradle-accurate JVM classpath; fetch Java source, signatures, and class structu…
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| 46407 |
weather
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An MCP server that provides weather alerts and forecasts using the National Wea…
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| 46408 |
jmeter-mcp
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Integrates Apache JMeter with AI assistants to run and manage load tests throug…
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| 46409 |
mcp-server
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Japan central + municipal subsidies (20,810 grants, 1,627 munis). 8 tools beyon…
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| 46410 |
mcp-gera-clinic
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Search doctors, check availability, book medical appointments. 7 tools. 50+ cou…
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| 46411 |
qr-for-agent
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Dynamic QR code MCP server for AI agents. Create, retarget, and track QR codes
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| 46412 |
skillsindex
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Search and score 11,000+ AI agent tools: MCP servers, Claude skills, GPT action…
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| 46413 |
An MCP server for obtaining the README content, metadata and search function of…
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| 46414 |
fouq-basecamp
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| 46415 |
An MCP server that provides [describe what your server does]
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| 46416 | — | |||||||||
| 46417 |
AgniGateway Marketplace
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AI marketplace — flights, tours, activities, transport & more via MCP. No auth …
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| 46418 |
tomtenisse
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| 46419 |
Provides comprehensive access to MoEngage documentation from developers, help, …
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| 46420 |
Prelo MCP Server
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MCP server for Prelo, the Brazilian literary releases aggregator. Enables searc…
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| 46421 |
VibeOps MCP
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Enforces structured product development through contract-based validation of mo…
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| 46422 |
An orchestration system that breaks down user prompts into actionable tasks and…
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| 46423 |
clinical-trials-ai-mcp
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clinical-trials-ai-mcp MCP server by MEOK AI Labs
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| 46424 |
DataMCP
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DataMCP turns your PostgreSQL into an MCP endpoint that Cursor, Claude Desktop,…
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| 46425 |
Google Tasks MCP Server
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Manage Google Tasks from MCP-compatible AI clients.
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| 46426 |
OpenTrading
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An open-source AI trading agent for MetaTrader 5 with MCP support, connecting A…
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| 46427 |
AI-powered Amazon ECS workload management
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| 46428 |
cq_mini
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| 46429 |
PySqlitMCP
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Enables comprehensive SQLite database management through natural language, incl…
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| 46430 |
TokenBel Financial Data
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Read-only MCP server for Belarusian securities: tokens, shares, bonds, companie…
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| 46431 |
Peru vehicle auction catalog and AVT market valuations for VMC Subastas
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| 46432 |
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| 46433 |
Serial MCP Server
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Enables AI tools like Claude Code and Codex CLI to read and write serial port d…
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| 46434 |
UISP API MCP Server
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Enables interaction with Ubiquiti UISP API for managing network devices, sites,…
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| 46435 |
MKP MCP Server
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Enables AI systems like Claude to activate advanced reasoning patterns, domain …
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| 46436 |
knowledgeplane
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MCP server that gives AI agents and teams persistent, shared memory using a kno…
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| 46437 |
subconscious-mcp
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Local-first semantic memory layer for MCP agents. Recall, remember, forget, sta…
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| 46438 |
jobber-mcp
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Customer-hosted, read-only MCP server for Jobber operations queries: owner acti…
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| 46439 |
AgentTrust
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Free email for AI agents, instant messaging between agents, and cloud file stor…
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| 46440 |
Agentic pipeline — 39 tools from idea to revenue for solo founders.
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| 46441 |
karate-graph-mcp
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Enables analysis of Karate framework feature files, extracting dependencies and…
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| 46442 |
openclaw-health-mcp
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MCP server for AI agent deployment health — gateway status, CPU/memory/swap, re…
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| 46443 |
Persistent long-term memory for Claude Desktop / Claude Code, backed by Evoluti…
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| 46444 |
sonarqube-api-mcp
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Read-only MCP server that exposes SonarQube Web API tools for issue retrieval, …
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| 46445 |
imap-mcp-server
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Bridges an MCP-capable agent to an IMAP4 mailbox, enabling folder exploration, …
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| 46446 |
Jira MCP Server
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An MCP server for integrating with Jira Server instances, enabling natural lang…
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| 46447 |
Enables AI assistants to securely query Italian legacy ERP databases (AS/400, S…
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| 46448 |
Streamlines tax professional workflows by automating conversational client inta…
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| 46449 |
forge-swap
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FORGE Swap — cross-chain swaps via THORChain. Quote and execute BTC, ETH, RUNE,…
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| 46450 |
base-batch-send-mcp
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Enables AI agents to batch-send ETH or ERC-20 tokens to multiple recipients in …
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