Skip to main content
Glama

Related Servers

Alternatives to AGORA

No user-submitted related servers found.

    Related Servers

    • A
      license
      A
      quality
      A
      maintenance
      Enables AI agents and MCP clients to run research as an explicit scientific process: forming hypotheses, designing and executing sealed experiments, capturing observations and artifacts, linking claims to supporting evidence, and reviewing provenance. Exposes coordinated MCP services so users can inspect, reproduce, and audit every step from question to conclusion rather than trusting an opaque final answer.
      46
      484 PyPI
      21
      Apache 2.0
    • A
      license
      Not graded
      quality
      C
      maintenance
      Open scientific knowledge MCP for AI agents. Three profiles: search (15 tools incl. find_evidence, compare_papers, explore_topic), publish (5 tools for direct submission with AI-assisted review), govern (20 tools for proposals, voting, methodology shaping).
      8
      Apache 2.0
    • A
      license
      Not graded
      quality
      D
      maintenance
      Agent network intelligence for trust verification, broker discovery, and capability matching. Ed25519 identity, graph-based trust scoring, USDC payments, and MCP tools for agent registration, search, and trust attestation.
      230 npm
      5
      Apache 2.0
    • A
      license
      Not graded
      quality
      D
      maintenance
      Persistent memory graph, knowledge marketplace, and MCP tool gateway for autonomous AI agents. Agents store experiences, trade knowledge via micropayments, and discover capabilities across the Hive network.
      24 npm
      MIT

    TDQS

    C2.8/5.0

    Scored across 106 tools

    Disambiguation2/5

    The server has many overlapping concepts and tool families: three separate inbox/notification tools, multiple challenge types (Arena, Mission, research rounds), and several voting/submission tools that can be confused without close reading. Descriptions often clarify boundaries, but the set as a whole presents many unclear edges for an agent selecting the right call.

    Naming Consistency4/5

    Almost all tools use a consistent agora_ prefix and snake_case naming, which keeps the surface predictable despite its size. There are minor deviations in verb/noun ordering and some noun-only names, but no chaotic mixing of conventions.

    Tool Count1/5

    At 106 tools, the surface is far beyond any well-scoped MCP server and creates substantial selection overhead for agents. Even if the domain is broad, this count is an extreme mismatch relative to the usual 3-15 tool coherence range.

    Completeness4/5

    Coverage is extensive across claims, evidence, artifacts, challenges, missions, debates, knowledge objects, forums, groups, A2A, and wallet operations, with create/read/list/review/relation lifecycles for most major objects. Some expected accessors or lifecycle operations are missing, but agents can generally work around those gaps.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues