Candor vs Gnomad Genetics MCP Server

A side-by-side look at the Candor and Gnomad Genetics MCP Server MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.

Candor logoCandorBiology & Bioinformatics · Local subprocess (stdio)Per-function effect analysis for agents: blast radius, what reaches the network, gate verdicts.45FairAuth: not declaredGnomad Genetics MCP Server logoGnomad Genetics MCP ServerBiology & Bioinformatics · Local subprocess (stdio)Look up allele frequencies by ancestry, gene constraint, variants, and coverage over gnomAD.56GoodAuth: not declared

Verdict: choose Candor for biology & bioinformatics work as a local process; choose Gnomad Genetics MCP Server for biology & bioinformatics as a local process. You can also run both side by side in one mcpServers block.

Which MCP server should you choose?

Candor logoChoose Candor when

  • You need dedicated capabilities in the Biology & Bioinformatics domain.
  • You prefer a local stdio subprocess transport.
Explore Candor

Gnomad Genetics MCP Server logoChoose Gnomad Genetics MCP Server when

  • You need dedicated capabilities in the Biology & Bioinformatics domain.
  • You prefer a local stdio subprocess transport.
  • You have the keys it needs: GNOMAD_DATAFRAME_DROP_ENABLED, GNOMAD_MAX_VARIANT_BATCH.
  • You want tools like gnomad_get_variant, gnomad_get_gene_constraint, gnomad_list_gene_variants.
Explore Gnomad Genetics MCP Server

Feature & specification comparison

Rows where the two servers differ are marked.

SpecCandor logoCandorGnomad Genetics MCP Server logoGnomad Genetics MCP Server
CategoryBiology & BioinformaticsBiology & Bioinformatics
Quality signal45/100 · Fair56/100 · Good
Install commandConfirmedConfirmed
TransportLocal subprocess (stdio)Local subprocess (stdio)
AuthNot declaredNot declared
PricingNot declaredNot declared
Required env varsNone listedGNOMAD_DATAFRAME_DROP_ENABLEDGNOMAD_MAX_VARIANT_BATCH
Verified ownerCommunity listingCommunity listing
GitHub stars11
Directory activity 1 views 0 installs 0 upvotes 1 views 0 installs 0 upvotes
ToolsNot listed8

Tools & capabilities

Candor tools

No tool names declared yet. Check the project README from the listing page.

Gnomad Genetics MCP Server tools 8

  • gnomad_get_variantFull population record for one or more variants — AC/AN/AF overall and per genetic-ancestry group, homozygote/hemizygote counts, quality flags, transcript consequence, in-silico predictors, and joined ClinVar significance.
  • gnomad_get_gene_constraintGene loss-of-function constraint — pLI, LOEUF (`oe_lof_upper`) with confidence interval, observed/expected ratios, and Z-scores. By HGNC symbol or Ensembl gene ID.
  • gnomad_list_gene_variantsEvery variant in a gene, transcript, or region with allele frequencies and predicted consequences, filterable by consequence class and max allele frequency.
  • gnomad_get_coverageSequencing coverage across a gene, transcript, or region — mean/median depth and the fraction of samples over depth thresholds, per callset track.
  • gnomad_search_clinvarGene-level ClinVar detail via NCBI E-utilities — classified variants, review status, conditions, submission counts, and gnomAD-compatible variant IDs, paged by offset.
  • gnomad_dataframe_queryRun a read-only SQL `SELECT` across canvas tables staged by the list tools.
  • gnomad_dataframe_describeList the tables staged on a canvas and their columns before writing SQL.
  • gnomad_dataframe_dropDrop a named table from a canvas to reclaim memory. Opt-in via `GNOMAD_DATAFRAME_DROP_ENABLED=true` — off by default.

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.

Candor

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "candor": {
      "command": "npx",
      "args": [
        "-y",
        "candor-ts"
      ]
    }
  }
}

Gnomad Genetics MCP Server

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "gnomad-genetics-mcp-server": {
      "command": "bunx",
      "args": [
        "@cyanheads/gnomad-genetics-mcp-server@latest"
      ],
      "env": {
        "GNOMAD_DATAFRAME_DROP_ENABLED": "YOUR_GNOMAD_DATAFRAME_DROP_ENABLED_HERE",
        "GNOMAD_MAX_VARIANT_BATCH": "YOUR_GNOMAD_MAX_VARIANT_BATCH_HERE"
      }
    }
  }
}

Frequently asked questions

Candor is categorized under Biology & Bioinformatics and uses a local stdio subprocess. Gnomad Genetics MCP Server belongs to Biology & Bioinformatics and uses a local stdio subprocess. Pick Candor for biology & bioinformatics work and Gnomad Genetics MCP Server for biology & bioinformatics.

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.

Candor has no declared pricing — check the project's own site. Gnomad Genetics MCP Server has no declared pricing — check the project's own site. 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 candor and gnomad-genetics-mcp-server as separate keys in the same mcpServers object, and your assistant will call tools from either one.

On AllMCPs, Candor has a quality signal of 45/100 (Fair) with 1 views, 0 installs and 1 GitHub stars. Gnomad Genetics MCP Server has 56/100 (Good) with 1 views, 0 installs and 1 GitHub stars.