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13,662 MCP servers
Vendor-operated and community listings, with live-check and source-verification states shown independently.
| Server | Type | Category | Access | Setup |
|---|---|---|---|---|
Jarroba Tools MCPA collection of local MCP servers providing deterministic tools for AI agents, including maths with units, CI logs, test audits, SQL on ephemeral PostgreSQL, Kubernetes manifests,… | CommunityPackage | Developer tools | Source reviewed | |
Jarroba Tools MCPA suite of local MCP servers providing deterministic tools for AI agents, including CI log analysis, test audits, SQL queries on ephemeral PostgreSQL, Kubernetes manifest… | CommunityPackage | Developer tools | Source reviewed | |
Jarroba Tools MCPA family of local MCP servers providing deterministic tools for AI agents that run on the user's machine without uploading data. | CommunityPackage | Developer tools | Source reviewed | |
JarvisClaw MCPAn MCP server that connects AI agents to the JarvisClaw AI API Gateway, providing access to over 320 AI models and 2,720 marketplace APIs. | CommunityPackage | AI and machine learning | Source reviewed | |
JARVIS MCPJARVIS provides a local-first code intelligence layer for MCP clients, enabling agents to perform precise code navigation and search without relying on noisy grep commands. | CommunityPackage | Developer tools | Source reviewed | |
JavaLens MCPJavaLens is an MCP server that provides 75 semantic analysis tools for Java, built on Eclipse JDT. | CommunityPackage | Developer tools | Source reviewed | |
Jaxonomy MCPAn MCP server that exposes the Jaxonomy simulation engine as tools for AI agents. | CommunityPackage | Developer tools | Source reviewed | |
jbnu-lms-mcpA local MCP server for Jeonbuk National University students that provides read-only access to LMS data. | CommunityPackage | Productivity and knowledge | Source reviewed | |
JCAppleScript MCPJCAppleScript MCP is a community-built Model Context Protocol server that enables AI assistants to control macOS applications via pre-built AppleScript and JXA commands. | CommunityPackage | Developer tools | Source reviewed | |
JCGE Agent Interface MCPAn MCP-compatible agent interface for JCGE tooling that allows agents to discover, load, solve, validate, and inspect Computable General Equilibrium (CGE) models. | CommunityPackage | Data and analytics | Source reviewed | |
jCodeMunch MCPA local MCP server that indexes a codebase's symbols using tree-sitter AST parsing, allowing AI coding agents to retrieve specific functions, classes, or constants instead of… | CommunityPackage | Developer tools | Source reviewed | |
jDataMunch MCPA token-efficient MCP server for tabular data retrieval that indexes CSV, Excel, Parquet, and JSONL files. | CommunityPackage | Data and analytics | Source reviewed |
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Remote listings are live-checked and re-checked weekly. Local packages are validated from their attributed registry or catalog source and are never executed by Koskamo. Community and vendor evidence are labelled separately.
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