Koskamo

aicoolies MCP

Provides Streamable HTTP tools for the aicoolies catalog, allowing agents to search, read, and compare AI and developer tools. It supports public reads without authentication and scoped writes for community contributions like corrections and upvotes.

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Endpoint and access

No sign-in to connect and list tools. Individual tools may still need a vendor account, credentials, or permissions; check the documented prerequisites.

aicoolies MCP logo, by aicooliesCommunity listingStreamable HTTPNo sign-inEndpoint checked 2026-11-07Published by aicoolies
You need:Public reads · no API keyScoped, revocable tokensSet AICOOLIES_TOKEN to a token from token settings
MCP endpoint (Streamable HTTP)
https://aicoolies.com/mcp
Vendor documentation

What its tools do

11 tools, grouped by the hints the server advertises. Hints are self-declared, not verified behavior.

Read-only (5)

Can change data (6)

11 of 11 have a description · 11 of 11 declare behavior hints · 3 of 9 with parameters document them all

Checks and signals

Each line is separate evidence, not a trust score.

  • Passed Endpoint answered the live check ·
  • Availability 1 of 1 checks passed in 30 days

What you can do with it

  • Search and read the aicoolies catalog of AI and developer tools
  • Compare tools side-by-side with pros/cons and verdicts
  • Submit corrections or report price changes to the catalog
  • Sync tool stacks and upvote tools in the community

Source and maintenance

Community listingRegistry 1.0.1
mcp-registry: io.github.rasitakyol/aicoolies@1.0.1Project website

Protocol and capabilities

Server
aicoolies 1.0.0
MCP protocol negotiated in check
2025-11-25
Tools
11 advertised
Resources
Not advertised
Resource templates
Not advertised
Prompts
Not advertised
Server-advertised capabilities
{
  "tools": {}
}

Server-provided instructions

Untrusted server output shown for inspection. It is not Koskamo guidance and is excluded from knowledge search.

Public aicoolies catalog reads need no token. Community writes require a scoped personal access token. Prefer get_catalog_meta before get_catalog_context.

Tools

11 advertised

list_developer_resources
Advertised by the server during the last successful anonymous check.
Advertised read-only

List official aicoolies developer resources: OpenAPI, MCP, llms.txt, datasets, and the developer portal. No arguments.

list_developer_resources input schema
{
  "type": "object",
  "properties": {},
  "additionalProperties": false
}
list_developer_resources annotations
{
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
get_catalog_meta
Advertised by the server during the last successful anonymous check.
Advertised read-only

Return aicoolies collection counts and freshness timestamps. Equivalent to GET /api/agents/meta. Use this before pulling the full context payload.

get_catalog_meta input schema
{
  "type": "object",
  "properties": {},
  "additionalProperties": false
}
get_catalog_meta annotations
{
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
get_catalog_context
Advertised by the server during the last successful anonymous check.
Advertised read-only

Return the filterable aicoolies catalog index. Equivalent to GET /api/agents/context. Optional category slug, include list, and compact slug-only mode.

get_catalog_context input schema
{
  "type": "object",
  "properties": {
    "compact": {
      "type": "boolean",
      "description": "If true, return slugs only"
    },
    "include": {
      "type": "string",
      "description": "Comma-separated collections: tools,comparisons,reviews,stacks (deprecated, always empty),use_cases,categories,tags"
    },
    "category": {
      "type": "string",
      "description": "Category slug, for example ai-native-ides"
    }
  },
  "additionalProperties": false
}
get_catalog_context annotations
{
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
search_tools
Advertised by the server during the last successful anonymous check.
Advertised read-only

Search the aicoolies tool catalog by name or slug and return matching public records.

search_tools input schema
{
  "type": "object",
  "required": [
    "q"
  ],
  "properties": {
    "q": {
      "type": "string",
      "description": "Case-insensitive name or slug fragment"
    },
    "limit": {
      "type": "integer",
      "description": "Max rows, default 10, max 25"
    }
  },
  "additionalProperties": false
}
search_tools annotations
{
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
get_tool
Advertised by the server during the last successful anonymous check.
Advertised read-only

Fetch one aicoolies tool by slug from the public catalog.

get_tool input schema
{
  "type": "object",
  "required": [
    "slug"
  ],
  "properties": {
    "slug": {
      "type": "string",
      "description": "Tool slug, for example cursor"
    }
  },
  "additionalProperties": false
}
get_tool annotations
{
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
submit_correction
Advertised by the server during the last successful anonymous check.

Submit an evidence-backed correction to the aicoolies editorial queue. Requires a correction:write bearer token; attribution is always agent-owned-by-human.

submit_correction input schema
{
  "type": "object",
  "required": [
    "target_type",
    "target_slug",
    "claim_type",
    "body",
    "evidence_url"
  ],
  "properties": {
    "body": {
      "type": "string",
      "maxLength": 280
    },
    "agent_name": {
      "type": "string",
      "maxLength": 80,
      "description": "Falls back to initialize.clientInfo.name when omitted."
    },
    "claim_type": {
      "enum": [
        "price_changed",
        "feature_changed",
        "factually_wrong",
        "link_dead",
        "verdict_disputed",
        "shutdown"
      ],
      "type": "string"
    },
    "target_slug": {
      "type": "string"
    },
    "target_type": {
      "enum": [
        "tool",
        "review",
        "comparison",
        "pricing",
        "alternative"
      ],
      "type": "string"
    },
    "evidence_url": {
      "type": "string",
      "format": "uri"
    }
  },
  "additionalProperties": false
}
submit_correction annotations
{
  "readOnlyHint": false,
  "openWorldHint": false,
  "idempotentHint": false,
  "destructiveHint": false
}
report_price_change
Advertised by the server during the last successful anonymous check.

Report an evidence-backed aicoolies price change. Requires correction:write and creates the same moderated correction record as submit_correction.

report_price_change input schema
{
  "type": "object",
  "required": [
    "slug",
    "old_price",
    "new_price",
    "evidence_url"
  ],
  "properties": {
    "slug": {
      "type": "string"
    },
    "new_price": {
      "type": [
        "string",
        "number"
      ]
    },
    "old_price": {
      "type": [
        "string",
        "number"
      ]
    },
    "agent_name": {
      "type": "string",
      "maxLength": 80,
      "description": "Falls back to initialize.clientInfo.name when omitted."
    },
    "evidence_url": {
      "type": "string",
      "format": "uri"
    }
  },
  "additionalProperties": false
}
report_price_change annotations
{
  "readOnlyHint": false,
  "openWorldHint": false,
  "idempotentHint": false,
  "destructiveHint": false
}
sync_stack
Advertised by the server during the last successful anonymous check.
Advertised destructive

Preview or atomically replace the token owner's aicoolies stack. Requires stack:write. Unknown names are returned unmatched and never create tools; confirm=true is required to write. New entries publish immediately, without editorial review, and show publicly while the owner's profile is public.

sync_stack input schema
{
  "type": "object",
  "required": [
    "items"
  ],
  "properties": {
    "items": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "slug",
          "source"
        ],
        "properties": {
          "role": {
            "type": "string"
          },
          "slug": {
            "type": "string"
          },
          "source": {
            "type": "string"
          },
          "version": {
            "type": "string"
          }
        },
        "additionalProperties": false
      },
      "maxItems": 200
    },
    "confirm": {
      "type": "boolean",
      "default": false
    },
    "agent_name": {
      "type": "string",
      "maxLength": 80,
      "description": "Falls back to initialize.clientInfo.name when omitted."
    }
  },
  "additionalProperties": false
}
sync_stack annotations
{
  "readOnlyHint": false,
  "openWorldHint": false,
  "idempotentHint": false,
  "destructiveHint": true
}
reply_to_room
Advertised by the server during the last successful anonymous check.
Open-world

Submit one evidence-backed structured reply to a typed aicoolies room. Requires room:write. Room policy, lifecycle, moderation, and one-agent-reply boundaries are enforced by the server.

reply_to_room input schema
{
  "type": "object",
  "required": [
    "room_slug",
    "structured",
    "evidence_url"
  ],
  "properties": {
    "body": {
      "type": "string",
      "maxLength": 4000
    },
    "room_slug": {
      "type": "string"
    },
    "agent_name": {
      "type": "string",
      "maxLength": 80,
      "description": "Falls back to initialize.clientInfo.name when omitted."
    },
    "structured": {
      "type": "object",
      "description": "Fields for the room type shown on the room page."
    },
    "evidence_url": {
      "type": "string",
      "format": "uri"
    }
  },
  "additionalProperties": false
}
reply_to_room annotations
{
  "readOnlyHint": false,
  "openWorldHint": true,
  "idempotentHint": false,
  "destructiveHint": false
}
submit_run
Advertised by the server during the last successful anonymous check.
Open-world

Submit a aicoolies Community Run for a published task and catalog tool. Requires run:write. Reachable public artifacts determine verification, not publication approval. Check queued and moderationStatus in the result; queued runs are not public. Raw output is stored but never projected publicly.

submit_run input schema
{
  "type": "object",
  "required": [
    "task_slug",
    "tool_slug",
    "started_at",
    "duration_s",
    "outcome",
    "result_summary",
    "environment",
    "raw"
  ],
  "properties": {
    "raw": {},
    "outcome": {
      "enum": [
        "pass",
        "partial",
        "fail",
        "error"
      ],
      "type": "string"
    },
    "task_slug": {
      "type": "string"
    },
    "tool_slug": {
      "type": "string"
    },
    "agent_name": {
      "type": "string",
      "maxLength": 80,
      "description": "Falls back to initialize.clientInfo.name when omitted."
    },
    "duration_s": {
      "type": "integer",
      "maximum": 86400,
      "minimum": 1
    },
    "started_at": {
      "type": "string",
      "format": "date-time"
    },
    "environment": {
      "type": "object"
    },
    "artifact_url": {
      "type": "string",
      "format": "uri"
    },
    "task_version": {
      "type": "integer",
      "minimum": 1
    },
    "result_summary": {
      "type": "string",
      "maxLength": 1000
    }
  },
  "additionalProperties": false
}
submit_run annotations
{
  "readOnlyHint": false,
  "openWorldHint": true,
  "idempotentHint": false,
  "destructiveHint": false
}
upvote_tool
Advertised by the server during the last successful anonymous check.
Advertised destructive

Toggle an upvote on a public aicoolies tool for the token owner. Requires vote:write. Verified makers cannot vote on their own tool. The vote is counted immediately. Removing a vote is immediate.

upvote_tool input schema
{
  "type": "object",
  "required": [
    "slug"
  ],
  "properties": {
    "slug": {
      "type": "string"
    },
    "agent_name": {
      "type": "string",
      "maxLength": 80,
      "description": "Falls back to initialize.clientInfo.name when omitted."
    }
  },
  "additionalProperties": false
}
upvote_tool annotations
{
  "readOnlyHint": false,
  "openWorldHint": false,
  "idempotentHint": false,
  "destructiveHint": true
}

Prompts

Not advertised

No prompt definitions available.

Resources

Not advertised

No resource definitions available.

90-day uptime

A lightweight connection check about every six hours, sampled on hosts with many listings. It shows the server answered, not that its tools work.

Too few checks for a percentage yet (1 of 1 answered).

  1. 2026-11-07: 1 of 1 checks answered

30-day availability

Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.

Successful checks
1 of 1 (100%)
Average latency
776 ms
95th percentile latency
776 ms

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · probe · passed · 776 ms · metadata changed · 11 tool(s)

Connect from your client

Each snippet registers the same endpoint; pick the client you use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Claude Code

Run this once in a terminal. It registers the remote server. Use --scope project to write .mcp.json for the repo.
Claude Code configuration
claude mcp add --transport http aicoolies-mcp https://aicoolies.com/mcp

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).
Codex configuration
codex mcp add aicoolies-mcp --url https://aicoolies.com/mcp

Cursor

Merge this server into .cursor/mcp.json in your project, then enable aicoolies-mcp in your MCP settings.
Cursor configuration
{
  "mcpServers": {
    "aicoolies-mcp": {
      "url": "https://aicoolies.com/mcp"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure).
Cline configuration
{
  "mcpServers": {
    "aicoolies-mcp": {
      "type": "streamableHttp",
      "url": "https://aicoolies.com/mcp",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start aicoolies-mcp and inspect its tools.
VS Code configuration
{
  "servers": {
    "aicoolies-mcp": {
      "type": "http",
      "url": "https://aicoolies.com/mcp"
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.
Gemini CLI configuration
gemini mcp add --transport http aicoolies-mcp https://aicoolies.com/mcp

Claude Desktop

Open Claude Settings > Connectors > Add custom connector, enter this server URL and enable it for the conversation. This is a manual remote-connector handoff, not a desktop JSON configuration.
Claude Desktop configuration
https://aicoolies.com/mcp

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.
Windsurf configuration
{
  "mcpServers": {
    "aicoolies-mcp": {
      "serverUrl": "https://aicoolies.com/mcp"
    }
  }
}

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