Skip to main content
Glama
jackyxhb

Infer MCP Server

by jackyxhb
OverviewSchemaSourceRelated ServersDiscussionsAdmin
TypeScript
Remote

Related Servers

Alternatives to Infer MCP Server

No user-submitted related servers found.

    Related Servers

    • SSH MCP Server

      plmi
      F
      license
      Not graded
      quality
      D
      maintenance
      Enables AI to execute commands on remote hosts via SSH, supporting password and key authentication.
      -

    • ssh-mcp-server

      TheSashaDev
      A
      license
      Not graded
      quality
      D
      maintenance
      Enables SSH command execution, file uploads/downloads, and multi-server management with zero-config inline credentials, supporting async jobs and AI-readable output.
      15 npm
      2
      AGPL 3.0

    • ssh-mcp-server

      ZachFlint
      A
      license
      A
      quality
      C
      maintenance
      Enables AI assistants to securely execute remote SSH commands, perform file transfers, and monitor system status through a standardized interface. It features robust security controls including command whitelisting, blacklisting, and credential isolation to prevent unauthorized operations.
      10
      22 npm
      MIT

    • MCP SSH Server

      mahathirmuh
      F
      license
      B
      quality
      D
      maintenance
      Enables seamless SSH operations including secure connections, file transfers, interactive shell sessions, and Docker container management on remote servers. Supports both password and SSH key authentication with credential management and connection pooling.
      18
      -

    • NetContext MCP

      hgursel
      F
      license
      Not graded
      quality
      D
      maintenance
      Enables AI assistants to execute SSH commands on network devices using natural language, supporting multiple vendors and authentication methods for automated network management.
      -

    • MCP SSH Session

      devnullvoid
      A
      license
      A
      quality
      C
      maintenance
      Enables AI agents to establish and manage persistent SSH connections to remote hosts for executing commands. Supports SSH config files, multi-host management, and automatic reconnection with thread-safe concurrent operations.
      15
      11
      MIT
    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    B3.2/5.0

    Scored across 3 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: dbQuery handles SQL queries on PostgreSQL, sshExecute runs general commands via SSH, and trainClassifier specifically trains classifiers via SSH. There is no overlap in functionality, making tool selection unambiguous for an agent.

    Naming Consistency3/5

    The naming is mixed: dbQuery and sshExecute follow a verb_noun pattern, but trainClassifier uses a verb_noun format without underscore separation. While readable, this inconsistency in convention (snake_case vs. camelCase) reduces predictability across the set.

    Tool Count3/5

    With only 3 tools, the server feels thin for a general-purpose 'Infer MCP Server' that spans database queries, SSH execution, and machine learning tasks. This limited set may not adequately cover the implied scope, leaving gaps in related operations.

    Completeness2/5

    The tool surface is severely incomplete for the inferred domain of data and remote operations. There are no tools for database management (e.g., create/update tables), SSH file operations, or classifier evaluation/deployment, creating significant gaps that will hinder agent workflows.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources