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Explore by use, narrow your options, then check the server before configuring your assistant.

Uses & filters

Deploy & automate

65 results

Alpic

ai.alpic.mcp

Manage your projects, debug deployments, and check analytics for any MCP server you host with Alpic.

Test & debugAnalyze & visualizeDeploy & automateAuthentication not declared
Publisher details & categorization

https://mcp.alpic.ai/

ai.alpic.mcp/alpic-mcp

Manage your projects, debug deployments, and check analytics for any MCP server you host with Alpic.

Suggested from the publisher's metadata; capabilities have not been tested.

Matching terms : analytics, deployment, debug

Cerebrium Docs

ai.cerebrium

Search the Cerebrium docs: deployment, cerebrium.toml, hardware, endpoints. Also sends feedback.

Find documentationDeploy & automateAuthentication not declared
Publisher details & categorization

https://cerebrium.ai/docs/mcp

ai.cerebrium/docs

Search the Cerebrium docs: deployment, cerebrium.toml, hardware, endpoints. Also sends feedback.

Suggested from the publisher's metadata; capabilities have not been tested.

Matching terms : docs, deployment

ByJG Open Source Docs

com.byjg

Search the ByJG open source documentation: PHP, DevOps, Helm, JavaScript and AI projects.

Find documentationDeploy & automateAuthentication not declared
Publisher details & categorization

https://mcpdocs.byjg.com/mcp

com.byjg/docs

Search the ByJG open source documentation: PHP, DevOps, Helm, JavaScript and AI projects.

Suggested from the publisher's metadata; capabilities have not been tested.

Matching terms : docs, devops

ComputeSage StackBench

com.computesage

GPU and LLM inference benchmarks, hardware evidence, deployment recommendations, and launch configs.

Deploy & automateUse & evaluate modelsAuthentication not declared
Publisher details & categorization

https://mcp.computesage.com/mcp

com.computesage/stackbench

GPU and LLM inference benchmarks, hardware evidence, deployment recommendations, and launch configs.

Suggested from the publisher's metadata; capabilities have not been tested.

Matching terms : llm inference, deployment

Runzumi

com.runzumi.mcp

Explore GitHub Actions job performance, compute costs and failures with Runzumi analytics.

Manage code & repositoriesAnalyze & visualizeDeploy & automateAuthentication not declared
Publisher details & categorization

https://mcp.runzumi.com/mcp

com.runzumi.mcp/runzumi

Explore GitHub Actions job performance, compute costs and failures with Runzumi analytics.

Suggested from the publisher's metadata; capabilities have not been tested.

Matching terms : analytics, github actions, github

proofrun

dev.pages.proofrun

ProofRun: bounded HTTP acceptance checks for agent deployments. $0.01 USDC per pack.

Explore crypto & blockchainDeploy & automateAuthentication not declared
Publisher details & categorization

https://proofrun.pages.dev/mcp

dev.pages.proofrun/proofrun

ProofRun: bounded HTTP acceptance checks for agent deployments. $0.01 USDC per pack.

Suggested from the publisher's metadata; capabilities have not been tested.

Matching terms : usdc, deployment

Skiffly

dev.skiffly

Deploy apps and databases on Skiffly: projects, services, deployments, logs, variables, domains.

Query databasesDeploy & automateAuthentication not declared
Publisher details & categorization

https://mcp.skiffly.dev/mcp

dev.skiffly/mcp

Deploy apps and databases on Skiffly: projects, services, deployments, logs, variables, domains.

Suggested from the publisher's metadata; capabilities have not been tested.

Matching terms : database, deployment

Wikivibe MCP

io.github.AlexMi64

Search and read public Wikivibe articles about AI coding, agents, MCP, GEO, bots and deployment.

Build applicationsDeploy & automateAuthentication not declared
Publisher details & categorization

https://wikivibe.ru/mcp/

io.github.AlexMi64/wikivibe-mcp

Search and read public Wikivibe articles about AI coding, agents, MCP, GEO, bots and deployment.

Suggested from the publisher's metadata; capabilities have not been tested.

Matching terms : coding, deployment

InsForge

io.github.InsForge

MCP server for InsForge BaaS — database, storage, edge functions, and deployments

Query databasesDeploy & automateAuthentication not declared
Publisher details & categorization

https://mcp.insforge.dev/mcp

io.github.InsForge/insforge-mcp

MCP server for InsForge BaaS — database, storage, edge functions, and deployments

Suggested from the publisher's metadata; capabilities have not been tested.

Matching terms : database, deployment

Lizard MCP

io.github.lizard-build

Run isolated code and manage apps, databases and deployments on Lizard (lizard.build).

Query databasesDeploy & automateAuthentication not declared
Publisher details & categorization

https://employ-woman-g1q2.us-east-1.onlizard.com/mcp

io.github.lizard-build/lizard-mcp

Run isolated code and manage apps, databases and deployments on Lizard (lizard.build).

Suggested from the publisher's metadata; capabilities have not been tested.

Matching terms : database, deployment

Orchard — Agentic Cloud Backend

io.github.Nicha404

Managed database, auth, file storage, email, analytics, and deployment for coding agents.

Build applicationsQuery databasesAnalyze & visualizeAuthentication not declared
Publisher details & categorization

https://orchard-mcp.orchardagentic.workers.dev/mcp

io.github.Nicha404/orchard

Managed database, auth, file storage, email, analytics, and deployment for coding agents.

Suggested from the publisher's metadata; capabilities have not been tested.

Matching terms : analytics, coding, database, deployment, email

Perceptdot

io.github.soondoobu1111-star

B2A2H platform — tracks GA4, Vercel deployments, GitHub workflows with AI-powered ROI analytics.

Manage code & repositoriesAnalyze & visualizeDeploy & automateAuthentication not declared
Publisher details & categorization

https://api.perceptdot.com/mcp

io.github.soondoobu1111-star/percept

B2A2H platform — tracks GA4, Vercel deployments, GitHub workflows with AI-powered ROI analytics.

Suggested from the publisher's metadata; capabilities have not been tested.

Matching terms : analytics, deployment, github

Guided comparisons: web, documentation, PDFs, signatures
How are uses assigned?

Every catalog entry is analyzed on import and update. Uses are inferred from names and publisher descriptions, not a certification. Several uses may apply. Insufficient descriptions stay in ‘To clarify’. Authentication not declared does not mean free or unauthenticated access.

16,544 entries with a suggested use · 14,139 to clarify. Taxonomy 2026-09-30.1.

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