# io.github.UnityNodes/canton-ccpedia: tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.UnityNodes%2Fcanton-ccpedia/versions/latest)
- Connected to: https://ccpedia.xyz/mcp
- Homepage: https://ccpedia.xyz/
- Repository: https://github.com/UnityNodes/ccpedia
- Scoring rules: v2
- Tools: 104
- Average: 60.0 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how io.github.UnityNodes/canton-ccpedia's tool descriptions scored, the issues found and the names of its tools and parameters. The descriptions are the server's own: read them where the copy came from.

Forecall asked the URL this server lists in the official MCP Registry for its tools/list once, on the date above, without calling any tool. The server may have changed since.

## Across the server

- Major: 104 tools. Above 40, models choose less accurately.
- Minor: The server's instructions are 2416 characters. Claude Code reads only the first 2,048 by default (Codex 0.154.0 reads them whole). Put what the server is for first.

## Tools

- `get_npm_packages`: 39 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `find_security_patches`: 41 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `find_collaboration_opportunities`: 44 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `get_issue_status`: 44 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `get_proposal_milestones`: 44 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `community_consensus`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `detect_builder_overlap`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `get_asset_supply`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `proposal_success_predictor`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `get_funding_landscape`: 49 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `search_mailing_list`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `find_expert`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `get_github_discussion`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.
- `get_mailing_thread`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.
- `outdated_guidance_detector`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.
- `get_recurring_issue_fingerprint`: 51 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `find_rfp_for_idea`: 52 / 100
  - Minor: Says nothing about what it returns.
- `get_cip_implementation_status`: 52 / 100
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: cip_id. Name the tool or the place that returns it, or models look it up first.
- `get_network_stats`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `learning_path`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `list_canton_mcps`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `list_github_discussions`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `list_proposals_needing_champion`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `list_whitepapers`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `get_blog_post`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `compare_governance_outcomes`: 54 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `find_apps_by_pattern`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_dev_fund_activity`: 54 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `get_ecosystem_gaps`: 54 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `get_upcoming_operations`: 54 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `get_validator_fleet`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `list_videos`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `ecosystem_dependency_graph`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `find_code_examples`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `find_duplicate_proposals`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `get_discussion`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `get_proposal_discussion`: 55 / 100
  - Minor: Says nothing about what it returns.
- `get_whitepaper`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `list_ecosystem_projects`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `list_mailing_threads`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `detect_drift`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_app_metrics`: 57 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: app_id. Name the tool or the place that returns it, or models look it up first.
- `get_defi_pools`: 57 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `get_network_state`: 57 / 100
  - Minor: Says nothing about what it returns.
- `get_proposal_file`: 57 / 100
  - Minor: Says nothing about what it returns.
- `get_sdk_changelog`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_token_market`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `get_video`: 57 / 100
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.
- `list_blog_posts`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `list_repos`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `list_stuck_proposals`: 57 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `list_votes_by_sv`: 57 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `search_community`: 57 / 100
  - Minor: Says nothing about what it returns.
- `search_github_issues`: 57 / 100
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `search_release_notes`: 57 / 100
  - Minor: Says nothing about what it returns.
- `search_talks`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
- `get_recent_deployments`: 59 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `find_similar_projects`: 60 / 100
  - Minor: Says nothing about what it returns.
- `get_cip_votes`: 60 / 100
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `get_foundation_info`: 60 / 100
  - Minor: Says nothing about what it returns.
- `get_governance_vote`: 60 / 100
  - Minor: Says nothing about what it returns.
- `get_proposal`: 60 / 100
  - Minor: Says nothing about what it returns.
- `list_governance_votes`: 60 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `get_dev_fund_lifecycle`: 61 / 100
  - Minor: No `required` list, so every argument is optional.
- `call_canton_mcp`: 62 / 100
- `find_cip_for_feature`: 62 / 100
  - Minor: Says nothing about what it returns.
- `get_cip_attachments`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: id.
- `get_cip_vote_outcome`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: cip_id. Name the tool or the place that returns it, or models look it up first.
- `get_sv_schedule`: 62 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `get_upcoming_deadlines`: 62 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `get_dev_fund_person`: 63 / 100
  - Minor: Says nothing about what it returns.
- `get_kb_drift`: 64 / 100
  - Minor: No `required` list, so every argument is optional.
- `compare_to_evm`: 65 / 100
  - Minor: Says nothing about what it returns.
- `find_maintainer_guidance`: 65 / 100
  - Minor: Says nothing about what it returns.
- `get_radar`: 67 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `get_recent_changes`: 67 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `list_deprecations`: 67 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.
- `list_rfps`: 67 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `migrate_lookup`: 67 / 100
  - Minor: The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.
- `semantic_search`: 67 / 100
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `get_faq`: 69 / 100
- `get_api_reference`: 70 / 100
  - Minor: Says nothing about what it returns.
- `get_upgrade_status`: 70 / 100
  - Minor: Says nothing about what it returns.
- `get_validator`: 70 / 100
  - Minor: Says nothing about what it returns.
- `list_featured_apps`: 71 / 100
  - Minor: No `required` list, so every argument is optional.
- `full_context`: 72 / 100
  - Minor: Says nothing about what it returns.
- `get_breaking_changes`: 72 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `get_cip`: 72 / 100
- `get_cip_history`: 72 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.
- `get_doc`: 72 / 100
- `get_proposals`: 72 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_trending`: 72 / 100
  - Minor: Says nothing about what it returns.
- `detect_cip_dependency_chain`: 74 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: cip_id. Name the tool or the place that returns it, or models look it up first.
- `find_known_issues`: 74 / 100
- `check_deprecation`: 75 / 100
  - Minor: The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.
- `get_latest_release`: 75 / 100
  - Minor: Says nothing about what it returns.
- `get_started_guide`: 75 / 100
  - Minor: Says nothing about what it returns.
- `list_cips`: 75 / 100
  - Minor: Arguments without a description: status.
  - Minor: No `required` list, so every argument is optional.
- `diagnose_error`: 77 / 100
- `get_current_versions`: 77 / 100
  - Minor: Says nothing about what it returns.
- `search_dev_fund`: 78 / 100
  - Minor: Says nothing about what it returns.
- `get_cip_citations`: 79 / 100
- `search`: 81 / 100
  - Minor: String arguments with no constraint or example: query.
  - Minor: The description mentions none of its 3 or more arguments.
- `get_cip_mentions`: 82 / 100

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