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Aimarket Oracle Gateway vs Codebase Memory MCP

A side-by-side look at the Aimarket Oracle Gateway and Codebase Memory MCP MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.

Aimarket Oracle Gateway logoAimarket Oracle GatewayCryptography · Local subprocess (stdio)Verifiable oracle MCP server: Platon VRF (getrandom), Chronos VDF (computevdf / verifyvdf), LUMEN reputation (getreputationscores) as agent tools. Pay-per-call over AIMarket Hub; every result independently verifiable. stdio · Python · Glama.56GoodAuth: otherCodebase Memory MCP logoCodebase Memory MCPKnowledge & Memory · Local subprocess (stdio)Code-intelligence engine that indexes a repo into a persistent knowledge graph — functions, classes, call chains, HTTP routes, cross-service links. 159 languages via tree-sitter + Hybrid LSP, sub-ms structural queries, 99% fewer tokens than grep. Single static binary, zero dependencies, 100% local. npx codebase-memory-mcp73GreatAuth: no auth required

Verdict: choose Aimarket Oracle Gateway for cryptography work as a local process; choose Codebase Memory MCP for knowledge & memory as a local process. You can also run both side by side in one mcpServers block.

Which MCP server should you choose?

Aimarket Oracle Gateway logoChoose Aimarket Oracle Gateway when

  • You need dedicated capabilities in the Cryptography domain.
  • You prefer a local stdio subprocess transport.
  • Its auth model fits you: other.
  • You have the keys it needs: AIMARKET_HUB_URL, AIMARKET_ORACLE_URL, AIMARKET_PAYMENT_CHANNEL, AIMARKET_PAYMENT_CHANNEL_SECRET, AIMARKET_API_TOKEN, AIMARKET_MAX_PER_CALL_USD, AIMARKET_MAX_SPEND_USD, AIMARKET_PRICE_TOLERANCE.
  • You want tools like aggregate_values, get_reputation_scores, audit_compute_cost.
Explore Aimarket Oracle Gateway

Codebase Memory MCP logoChoose Codebase Memory MCP when

  • You need dedicated capabilities in the Knowledge & Memory domain.
  • You prefer a local stdio subprocess transport.
  • Its auth model fits you: No auth required.
  • You want tools like index_repository, search_graph, query_graph.
Explore Codebase Memory MCP

Feature & specification comparison

Rows where the two servers differ are marked.

SpecAimarket Oracle Gateway logoAimarket Oracle GatewayCodebase Memory MCP logoCodebase Memory MCP
CategoryCryptographyKnowledge & Memory
Quality signal56/100 · Good73/100 · Great
Install commandConfirmedConfirmed
TransportLocal subprocess (stdio)Local subprocess (stdio)
AuthotherNo auth required
PricingPaid serviceFree
Required env varsAIMARKET_HUB_URLAIMARKET_ORACLE_URLAIMARKET_PAYMENT_CHANNELAIMARKET_PAYMENT_CHANNEL_SECRETAIMARKET_API_TOKENAIMARKET_MAX_PER_CALL_USDAIMARKET_MAX_SPEND_USDAIMARKET_PRICE_TOLERANCENone listed
Verified ownerCommunity listingCommunity listing
GitHub stars047,004
Directory activity 3 views 0 installs 0 upvotes 8 views 1 installs 1 upvotes
Tools517
Full listingView Aimarket Oracle Gateway View Codebase Memory MCP

Tools & capabilities

Aimarket Oracle Gateway tools 5

  • aggregate_values100k / $50
  • get_reputation_scores50k / $100
  • audit_compute_cost100k / $75
  • compute_least_time_route100k / $120
  • analyze_cascade_risk50k / $250

Codebase Memory MCP tools 17

  • index_repositoryIndex a repository. full/moderate add semantics; fast omits them; cross-repo-intelligence links services. Reports coverage gaps.
  • search_graphFind symbols via BM25 query, regex name/qn filters, or semantic_query. Rows keep qn/file/lines and in/out over CALLS/USAGE/CALL_REFERENCE/INHERITS/IMPLEMENTS.
  • query_graphRead-only Cypher for multi-hop, aggregation, complexity, or cross-service analysis. Default: 200 visible rows with exact/lower-bound totals and truncation; continue safely with next_cursor. graph=missed is a file tree of flagged coverage gaps; absence is not proof of completeness. Use get_graph_schema(diagnostics=full) for properties.
  • trace_pathTrace callers/callees, data flow, or cross-service paths. Defaults exclude tests and resolver evidence. Rows keep qn/hop with explicit totals, relations, and continuations.
  • get_code_snippetRead a search_graph symbol. auto bounds source and outlines large containers; full restores up to 500 lines. Source/outline pages continue; coverage_note marks gaps.
  • get_file_outlineDeclaration outline of one exact repository-relative file: optional exact label filter, source order, exact total/offset/limit paging; file/folder/container nodes excluded.
  • get_graph_schemaGet node-label and edge-type counts. diagnostics=full also lists queryable properties.
  • compare_graphsCompare two indexed snapshots: deterministic target-only additions and base-only removals of stable node/edge identities; each set capped by limit and a 512 KiB budget with exact totals and truncation reasons.
  • get_architectureCompact counts, languages, packages, entry points. Request structure, dependencies, routes, hotspots, boundaries, layers, clusters, cycles, or file_tree; path scopes a directory.
  • search_codeGraph-ranked text search: compact symbols, full bounded source, or file paths.
  • list_projectsList projects with stable paging. Identity is lean; stats adds graph sizes.
  • delete_projectDelete a project from the index
  • +5 more on the listing page

Ready-to-paste client configs

Paste either block (or both) into your client config, e.g. claude_desktop_config.json or ~/.cursor/mcp.json. We only show a config when the install command is confirmed.

Aimarket Oracle Gateway

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "alexar76-aimarket-oracle-gateway": {
      "command": "uvx",
      "args": [
        "aimarket-oracle-gateway"
      ],
      "env": {
        "AIMARKET_HUB_URL": "YOUR_AIMARKET_HUB_URL_HERE",
        "AIMARKET_ORACLE_URL": "YOUR_AIMARKET_ORACLE_URL_HERE",
        "AIMARKET_PAYMENT_CHANNEL": "YOUR_AIMARKET_PAYMENT_CHANNEL_HERE",
        "AIMARKET_PAYMENT_CHANNEL_SECRET": "YOUR_AIMARKET_PAYMENT_CHANNEL_SECRET_HERE",
        "AIMARKET_API_TOKEN": "YOUR_AIMARKET_API_TOKEN_HERE",
        "AIMARKET_MAX_PER_CALL_USD": "YOUR_AIMARKET_MAX_PER_CALL_USD_HERE",
        "AIMARKET_MAX_SPEND_USD": "YOUR_AIMARKET_MAX_SPEND_USD_HERE",
        "AIMARKET_PRICE_TOLERANCE": "YOUR_AIMARKET_PRICE_TOLERANCE_HERE"
      }
    }
  }
}

Codebase Memory MCP

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "deusdata-codebase-memory-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "codebase-memory-mcp"
      ]
    }
  }
}

Frequently asked questions

Aimarket Oracle Gateway is categorized under Cryptography and uses a local stdio subprocess. Codebase Memory MCP belongs to Knowledge & Memory and uses a local stdio subprocess. Pick Aimarket Oracle Gateway for cryptography work and Codebase Memory MCP for knowledge & memory.

Copy the mcpServers block from the config section on this page into your client's config (for example claude_desktop_config.json or ~/.cursor/mcp.json), then fully restart the client.

Aimarket Oracle Gateway is listed as a paid service. Auth: other. Codebase Memory MCP is listed as free. Auth: no auth required. If a server needs environment variables such as API keys, define them under the env key in your client's MCP config.

Yes. MCP clients support multiple servers: add alexar76-aimarket-oracle-gateway and deusdata-codebase-memory-mcp as separate keys in the same mcpServers object, and your assistant will call tools from either one.

On AllMCPs, Aimarket Oracle Gateway has a quality signal of 56/100 (Good) with 3 views, 0 installs and 0 GitHub stars. Codebase Memory MCP has 73/100 (Great) with 8 views, 1 installs and 47,004 GitHub stars.

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