Skip to main content
Glama
Sign In
VanSchulist

mcp-mesh

by VanSchulist
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Local

Related Servers

Alternatives to mcp-mesh

No user-submitted related servers found.

    Related Servers

    • mcp-search-proxy

      p1s4
      A
      license
      Not graded
      quality
      A
      maintenance
      Enables clients of tool-heavy MCP aggregators to find and use upstream tools on demand through four fixed bridge tools (search, describe, call, refresh), cutting per-turn tool context from ~180k tokens to ~2–3k. It merges multiple upstream servers behind sticky sessions and a local lexical BM25 index, so only the schemas actually needed are retrieved.
      9
      MIT

    • ToolGate

      ccrngd1
      A
      license
      Not graded
      quality
      C
      maintenance
      Enables AI agents to connect to multiple upstream MCP servers while dynamically returning only semantically relevant tools, with lazy schema loading, session-aware boosting, and rule-based gating to reduce token bloat and improve performance.
      MIT
    • fastmcp-gateway by Ultrathink-Solutions

      fastmcp-gatewayofficial

      Ultrathink-Solutions
      A
      license
      Not graded
      quality
      A
      maintenance
      Aggregates tools from multiple upstream MCP servers and exposes them through 4 meta-tools, enabling LLMs to discover and use hundreds of tools without loading all schemas upfront.
      153 PyPI
      3
      Apache 2.0

    • MCP Gateway

      MikkoParkkola
      F
      license
      A
      quality
      A
      maintenance
      A multiplexing gateway that aggregates multiple MCP servers into a single port, significantly reducing context token usage through a Meta-MCP discovery system. It enables dynamic tool discovery and invocation across various transport protocols including stdio, HTTP, and SSE.
      15
      85
      -

    • MCP Coordinator

      CyberClash
      A
      license
      Not graded
      quality
      D
      maintenance
      Acts as a proxy for multiple MCP servers, reducing context window usage from 15,000+ tokens to ~500 tokens by dynamically loading servers on-demand and exposing only 3 tools instead of all tool definitions.
      5
      GPL 3.0
    Deploy Server
    Context Every Agent Can ShareAgents share what they learn, hand off work, and keep it when you switch models. Start with 5 GB free.fulcradynamics.comAd

    TDQS

    A3.6/5.0

    Scored across 4 tools

    Disambiguation5/5

    Each tool targets a distinct stage of the gateway workflow: search (discovery), describe (schema inspection), invoke (execution), and status (monitoring). There is no meaningful overlap, and boundaries are reinforced by clear verb choices.

    Naming Consistency4/5

    All tools share a consistent 'mesh_' prefix with snake_case, and three follow a verb_noun pattern (describe_tool, invoke_tool, search_tools). mesh_status is a noun-style name, a minor deviation from the otherwise predictable convention.

    Tool Count5/5

    Four tools is tightly scoped to the meta-server/gateway purpose: discover, inspect, invoke, and monitor. Each tool earns its place with no redundancy or filler.

    Completeness4/5

    The search -> describe -> invoke lifecycle is fully covered, with status for observability. Minor gaps exist, such as listing connected servers or refreshing the tool index explicitly, but agents can work around these via status and search.

    Maintenance

    ActivityMaintained
    ResponsivenessWithin a week

    Resources