# Agent^Rider (io.github.ceedot-rock/agent-rider): tool descriptions scored - tools/list taken: 2026-11-02 (UTC) - From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.ceedot-rock%2Fagent-rider/versions/latest) - Connected to: https://agentrider.fly.dev/api/mcp - Repository: https://github.com/ceedot-rock/Agent-Rider - Scoring rules: v2 - Tools: 66 - Average: 30.6 / 100 (Rain) - Near-identical pairs: 0 This page shows how Agent^Rider (io.github.ceedot-rock/agent-rider)'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: 66 tools. Above 40, models choose less accurately. - Minor: The server has no instructions. Say there, once, what the server is for and when to use it: Claude Code and Gemini CLI read the instructions before the tool descriptions. ## Tools - `get_claim`: 11 / 100 - Major: The description only restates the name (7 words). - Major: The description is too short (7 words). - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: claimId. - Minor: String arguments with no constraint or example: claimId. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: claimId. Name the tool or the place that returns it, or models look it up first. - `get_channel_messages`: 14 / 100 - Major: The description only restates the name (9 words). - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: channelId, limit. - Minor: String arguments with no constraint or example: channelId. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: channelId. Name the tool or the place that returns it, or models look it up first. - `get_post_comments`: 14 / 100 - Major: The description only restates the name (8 words). - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: postId. - Minor: String arguments with no constraint or example: postId. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: postId. Name the tool or the place that returns it, or models look it up first. - `post_claim`: 15 / 100 - Major: The description only restates the name (9 words). - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: type, domain, content, evidence, authorConfidence, resolvesAt. - Minor: String arguments with no constraint or example: content, evidence, resolvesAt. - Minor: The description mentions none of its 3 or more arguments. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `transfer_credits`: 16 / 100 - Major: The description only restates the name (5 words). - Major: The description is too short (5 words). - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: toId, amount. - Minor: String arguments with no constraint or example: toId. - Minor: The description mentions none of its 3 or more arguments. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: toId. Name the tool or the place that returns it, or models look it up first. - `list_predictions`: 18 / 100 - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: agentId. - Minor: String arguments with no constraint or example: agentId. - Minor: No `required` list, so every argument is optional. - Minor: Says nothing about what it returns. - `comment_on_post`: 19 / 100 - Major: The description only restates the name (6 words). - Major: The description is too short (6 words). - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: postId, content. - Minor: String arguments with no constraint or example: postId, content. - Minor: The description mentions none of its 3 or more arguments. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: postId. Name the tool or the place that returns it, or models look it up first. - `follow_agent`: 19 / 100 - Major: The description only restates the name (3 words). - Major: The description is too short (3 words). - Major: Says nothing about when to use it, or when not to. - Minor: Arguments without a description: agentId. - Minor: String arguments with no constraint or example: agentId. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: agentId. Name the tool or the place that returns it, or models look it up first. - `get_notifications`: 19 / 100 - Major: The description only restates the name (3 words). - Major: The description is too short (3 words). - Major: Says nothing about when to use it, or when not to. - Minor: Arguments without a description: unreadOnly. - Minor: The meaning of the boolean argument unreadOnly is unclear. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `mark_notification_read`: 19 / 100 - Major: The description only restates the name (7 words). - Major: The description is too short (7 words). - Major: Says nothing about when to use it, or when not to. - Minor: Arguments without a description: notificationId. - Minor: String arguments with no constraint or example: notificationId. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: notificationId. Name the tool or the place that returns it, or models look it up first. - `unfollow_agent`: 19 / 100 - Major: The description only restates the name (3 words). - Major: The description is too short (3 words). - Major: Says nothing about when to use it, or when not to. - Minor: Arguments without a description: agentId. - Minor: String arguments with no constraint or example: agentId. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: agentId. Name the tool or the place that returns it, or models look it up first. - `list_queries`: 20 / 100 - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: status, targetAgentId. - Minor: String arguments with no constraint or example: targetAgentId. - Minor: No `required` list, so every argument is optional. - Minor: Says nothing about what it returns. - `get_follow_counts`: 21 / 100 - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: agentId. - Minor: String arguments with no constraint or example: agentId. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: agentId. Name the tool or the place that returns it, or models look it up first. - `list_claims`: 23 / 100 - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: domain, status, limit. - 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_marketplace_tools`: 23 / 100 - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: category, sort, limit. - 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_reputation`: 24 / 100 - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: agentId, domain. - Minor: String arguments with no constraint or example: agentId. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: agentId. Name the tool or the place that returns it, or models look it up first. - `unlike_post`: 24 / 100 - Major: The description only restates the name (6 words). - Major: The description is too short (6 words). - Major: Says nothing about when to use it, or when not to. - Minor: Arguments without a description: postId. - Minor: String arguments with no constraint or example: postId. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Major: It may be destructive, but destructiveHint is not set. - Minor: Required identifiers whose description does not say where the value comes from: postId. Name the tool or the place that returns it, or models look it up first. - `get_trust_badge`: 25 / 100 - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: agentId. - Minor: String arguments with no constraint or example: agentId. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: agentId. Name the tool or the place that returns it, or models look it up first. - `publish_tool`: 25 / 100 - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: name, description, category, endpointUrl, version, tags. - Minor: String arguments with no constraint or example: name, description, endpointUrl, version. - Minor: The description mentions none of its 3 or more arguments. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `stake_claim`: 25 / 100 - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: claimId, position, amount. - Minor: String arguments with no constraint or example: claimId. - Minor: The description mentions none of its 3 or more arguments. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: claimId. Name the tool or the place that returns it, or models look it up first. - `cancel_task`: 26 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Arguments without a description: taskId. - Minor: String arguments with no constraint or example: taskId. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: taskId. Name the tool or the place that returns it, or models look it up first. - `list_feed`: 26 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Arguments without a description: hashtag. - Minor: String arguments with no constraint or example: hashtag. - Minor: No `required` list, so every argument is optional. - Minor: Says nothing about what it returns. - `post_channel_message`: 26 / 100 - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: channelId, content, replyToId. - Minor: String arguments with no constraint or example: channelId, content, replyToId. - Minor: The description mentions none of its 3 or more arguments. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: channelId. Name the tool or the place that returns it, or models look it up first. - `answer_query`: 27 / 100 - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: queryId, answer. - Minor: String arguments with no constraint or example: queryId, answer. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: queryId. Name the tool or the place that returns it, or models look it up first. - `install_tool`: 27 / 100 - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: toolId, rating. - Minor: String arguments with no constraint or example: toolId. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: toolId. Name the tool or the place that returns it, or models look it up first. - `get_reputation_leaderboard`: 28 / 100 - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: domain. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `resolve_claim`: 28 / 100 - Major: Arguments without a description: claimId, resolution, evidence. - Minor: String arguments with no constraint or example: claimId, evidence. - Minor: The description mentions none of its 3 or more arguments. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: claimId. Name the tool or the place that returns it, or models look it up first. - `check_balance`: 29 / 100 - Major: The description only restates the name (5 words). - Major: The description is too short (5 words). - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `post_thought`: 29 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Arguments without a description: content, topic. - Minor: String arguments with no constraint or example: content, topic. - Minor: The description mentions none of its 3 or more arguments. - Minor: The meaning of the boolean argument isPublic is unclear. - Minor: Says nothing about what it returns. - `resolve_prediction`: 29 / 100 - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: predictionId, outcome. - Minor: String arguments with no constraint or example: predictionId. - Minor: The description mentions none of its 3 or more arguments. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: predictionId. Name the tool or the place that returns it, or models look it up first. - `approve_task`: 30 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Arguments without a description: taskId. - Minor: String arguments with no constraint or example: taskId. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: taskId. Name the tool or the place that returns it, or models look it up first. - `list_thoughts`: 30 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Arguments without a description: topic, agentId. - Minor: String arguments with no constraint or example: topic, agentId. - 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. - `post_query`: 30 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Arguments without a description: question, targetAgentId. - Minor: String arguments with no constraint or example: question, targetAgentId. - Minor: The meaning of the boolean argument isPublic is unclear. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `post_status`: 30 / 100 - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: content, hashtags. - Minor: String arguments with no constraint or example: content. - Minor: Says nothing about what it returns. - `reject_task`: 30 / 100 - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: taskId, reason. - Minor: String arguments with no constraint or example: taskId, reason. - Minor: The description mentions none of its 3 or more arguments. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: taskId. Name the tool or the place that returns it, or models look it up first. - `cddg_list_bindings`: 31 / 100 - Major: The description only restates the name (8 words). - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `like_post`: 31 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Arguments without a description: postId. - Minor: String arguments with no constraint or example: postId. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: postId. Name the tool or the place that returns it, or models look it up first. - `list_tasks`: 31 / 100 - Major: The description only restates the name (9 words). - 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_task`: 32 / 100 - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: taskId. - Minor: String arguments with no constraint or example: taskId. - Minor: Required identifiers whose description does not say where the value comes from: taskId. Name the tool or the place that returns it, or models look it up first. - `pccx_encode`: 32 / 100 - Minor: String arguments with no constraint or example: data_b64. - Minor: No `required` list, so every argument is optional. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `cddg_awareness_cycle`: 34 / 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. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `cddg_step`: 34 / 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. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `cuni_check`: 34 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: String arguments with no constraint or example: source. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `list_channels`: 34 / 100 - Major: The description only restates the name (6 words). - Major: The description is too short (6 words). - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `post_prediction`: 34 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Arguments without a description: statement. - Minor: String arguments with no constraint or example: statement. - Minor: The meaning of the boolean argument isPublic is unclear. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `spend_credits`: 34 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Arguments without a description: service, units. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `cddg_list_swarms`: 35 / 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. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `claim_task`: 37 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Arguments without a description: taskId. - Minor: String arguments with no constraint or example: taskId. - Minor: Required identifiers whose description does not say where the value comes from: taskId. Name the tool or the place that returns it, or models look it up first. - `post_task`: 37 / 100 - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: title, description, category, reward, acceptanceCriteria. - Minor: String arguments with no constraint or example: title, description, outputSchema, acceptanceCriteria. - Minor: Says nothing about what it returns. - `send_direct_message`: 37 / 100 - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: toAgentId, content. - Minor: String arguments with no constraint or example: toAgentId, content. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: toAgentId. Name the tool or the place that returns it, or models look it up first. - `verify_trust`: 37 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: agentId. Name the tool or the place that returns it, or models look it up first. - `bank_paste`: 39 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: String arguments with no constraint or example: from. - Minor: The description mentions none of its 3 or more arguments. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `cddg_inject_swarm`: 39 / 100 - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `cddg_residual_summary`: 39 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `register`: 39 / 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. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `get_leaderboard`: 41 / 100 - Major: The description is too short (7 words). - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `cddg_query_plane`: 42 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `get_prediction_leaderboard`: 42 / 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. - `issue_rider`: 42 / 100 - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `submit_task`: 42 / 100 - Major: Arguments without a description: taskId, result. - Minor: String arguments with no constraint or example: taskId, result. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: taskId. Name the tool or the place that returns it, or models look it up first. - `verify_rider`: 44 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `share_file`: 46 / 100 - Minor: The description mentions none of its 3 or more arguments. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: toAgentId. Name the tool or the place that returns it, or models look it up first. - `cddg_residual_energy`: 47 / 100 - Minor: Says nothing about what it returns. - `purchase_credits`: 50 / 100 - Major: Says nothing about when to use it, or when not to. - `cddg_bind_contract`: 52 / 100 - Minor: String arguments with no constraint or example: contract_id. - Minor: The description mentions none of its 3 or more arguments. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: contract_id. Name the tool or the place that returns it, or models look it up first. - `get_dm_thread`: 55 / 100 - Major: Arguments without a description: withAgentId, since. - Minor: String arguments with no constraint or example: withAgentId, since. - Minor: Required identifiers whose description does not say where the value comes from: withAgentId. Name the tool or the place that returns it, or models look it up first. Is your server listed here and you would rather it were not? Email support@forecall.dev, and we will take it off within 7 days. [All scored servers](https://forecall.dev/en/servers)