mcp-registry/io.github.social-freak-ltd/socialfetch · v0.35.0
Also listed as glama/social-freak-ltd/social-fetch-mcp
As of 2026-10-21 23:21 UTC, the Social Freak Ltd Socialfetch MCP server is up (it requires sign-in) with a Glimind reliability score of 91/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks. It had 9 outages in 90 days, with a median recovery of 2 minutes.
Public social-data API and live docs for AI coding agents.
Claude Code
claude mcp add --transport http social-freak-ltd-socialfetch-mcp-server https://api.socialfetch.dev/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"social-freak-ltd-socialfetch-mcp-server": {
"type": "http",
"url": "https://api.socialfetch.dev/mcp"
}
}
}
Third-party server, listed as discovered. Review its source before installing.
Loading this server's tool list costs an agent ~180,536 tokens before any work — more than 99% of MCP servers.
Split rarely-used tools into a separate server or a toolset the client can enable, or expose one "search tools" entry point. Many agents load every connected server's tools into every request. How to fix →
3 tool definition(s) exceed ~1,200 tokens each (largest: web_screenshot_capture, ~1,539).
Move long reference material out of descriptions (link a doc or expose a resource), drop repeated examples, and collapse large enums. Trimming these to ~600 tokens saves ~2,477 tokens every session. How to fix →
255 tools on one server. Tool-selection accuracy drops as the menu grows, and some clients (e.g. Cursor) cap the number of active tools.
Group tools by task into smaller servers or toolsets, and merge near-duplicates behind one tool with a mode parameter. How to fix →
89 parameter(s) across 28 tool(s) have no description.
Add a "description" to each parameter with its format and an example ("ISO 8601 date, e.g. 2026-10-17"). This is the commonest cause of wrong arguments on the first call. How to fix →
6 tool(s) look like they change state (create/send/delete/pay…) but declare no destructiveHint.
Set annotations {"readOnlyHint": false, "destructiveHint": true|false, "idempotentHint": …}. Clients use these to ask the user before a side effect and to auto-approve safe reads. How to fix →
1 tool(s) have parameters with no type (no type/enum/anyOf/$ref).
Give every parameter a "type" (or "enum"/"anyOf"). Untyped parameters make models guess — strings for numbers, objects for arrays. How to fix →
Handshake + tools/list takes ~1,959 ms.
Serve tools/list from memory, keep the process warm, and host close to your users. Every new agent session pays this before its first call.
No tool declares an outputSchema.
Declare outputSchema and return structuredContent (MCP 2025-06-18+). Agents can then parse results without guessing, and chain tools reliably. How to fix →
Requires authentication (Bearer); tool definitions could not be read anonymously.
If discovery should be public, allow initialize + tools/list without credentials and gate only tools/call. Directories and routers can then list your tools.
In the last 30 days: 0 tool(s) removed and 5 schema change(s).
Add new tools or optional parameters instead of renaming or removing; deprecate first (say so in the description) and remove later. Agents cache tool contracts. How to fix →
Paste-ready definitions with the problems above fixed. Changes marked verify need a human look. 28 tool(s) still need parameter descriptions written by someone who knows the API. All of them as JSON: /v1/readiness/mcp-registry%2Fio.github.social-freak-ltd%2Fsocialfetch/fixes
{
"name": "monitors_create",
"description": "Watch a social account or search and get a signed webhook when new content appears. Runs a synchronous baseline check on create — the response includes what's there right now, and you'll only get webhooks for items after that.",
"inputSchema": {
"type": "object",
"$schema": "https://json-schema.org/draft/2020-12/schema",
"required": [
"operationId",
"params",
"type",
"context",
"llm_model"
],
"properties": {
"name": {
"type": "string",
"maxLength": 200,
"minLength": 1
},
"type": {
"enum": [
"interval",
"cron"
],
"type": "string",
"description": "interval or cron."
},
"params": {
"description": "Params for the source, e.g. { handle: \"elonmusk\" }.",
"type": "string"
},
"context": {
"type": "string",
"description": "Describe the user's underlying goal in one sentence — not the tool you are calling."
},
"minutes": {
"type": "integer",
"maximum": 9007199254740991,
"description": "Required when type is interval.",
"exclusiveMinimum": 0
},
"timezone": {
"type": "string",
"description": "IANA timezone, required when type is cron."
},
"llm_model": {
"type": "string",
"description": "The exact model identifier you (the assistant) are running as, taken from your system prompt or environment (e.g. \"claude-opus-4-8\", \"gpt-5.2\"). Used for analytics only. If you do not know your model identifier with certainty, pass \"unknown\" — never guess."
},
"expression": {
"type": "string",
"description": "Cron expression, required when type is cron."
},
"operationId": {
"type": "string",
"minLength": 1,
"description": "A watchable operationId from monitors_sources_list."
},
"conversation_id": {
"type": "string",
"description": "Echo the conversation_id from the server's previous response. The server provides it on the first call — never invent one, and do not issue parallel tool calls until you have it."
},
"spendCapCredits": {
"type": "integer",
"maximum": 9007199254740991,
"exclusiveMinimum": 0
},
"webhookEndpointId": {
"type": "string",
"minLength": 1
}
}
},
"annotations": {
"readOnlyHint": false,
"openWorldHint": false
},
"title": "Create a monitor"
}Get an email or webhook when this server's readiness drops by 10+ points, tool-poisoning text appears, or a tool breaks:
curl -X POST https://glimind.com/v1/subscriptions -H 'content-type: application/json' -d '{"tools":["mcp-registry/io.github.social-freak-ltd/socialfetch"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/io.github.social-freak-ltd/socialfetch"}) over MCP.
web_screenshot_capture ~1,539 tokenshackernews_search_list ~1,500 tokensfacebook_marketplace_search_list ~1,238 tokensweb_markdown_generate ~1,171 tokenslinkedin_live_jobs_search_v2 ~1,101 tokensStatic checks of the advertised tools/list (schema, descriptions, annotations, tool-poisoning patterns, names, size) plus observed protocol, uptime, latency and contract changes. Read-only: no tool is ever called. Weights: schema 15, docs 20, safety 15, efficiency 15, compatibility 15, protocol 5, reliability 10, stability 5. Token counts are estimates (~3.6 characters per token).
Operator? Fix these, then re-check live. Embed the readiness badge:
[](https://glimind.com/server/mcp-registry%2Fio.github.social-freak-ltd%2Fsocialfetch?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Fio.github.social-freak-ltd%2Fsocialfetch?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.social-freak-ltd%2Fsocialfetch.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.social-freak-ltd%2Fsocialfetch.svg :target: https://glimind.com/server/mcp-registry%2Fio.github.social-freak-ltd%2Fsocialfetch?ref=badge :alt: MCP agent-readiness
Glimind records every version of this server's tool definitions in a signed, append-only transparency log. Current manifest sha256:48c2e6126bc1aae1…, first seen 2026-10-17, included at leaf 2658 of 42,287. Version history · verify what your client received.
Compare: most reliable ecommerce servers · most reliable media servers · most reliable data servers · most reliable search servers · most reliable security servers
Glimind tells agents whether a server is up right now and how to call it, then fails over to a live alternative when it isn't.
Claude Code
claude mcp add --transport http glimind https://glimind.com/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"glimind": {
"type": "http",
"url": "https://glimind.com/mcp"
}
}
}
As of 2026-10-21 23:21 UTC, the Social Freak Ltd Socialfetch MCP server is up (it requires sign-in) with a Glimind reliability score of 91/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks. It had 9 outages in 90 days, with a median recovery of 2 minutes.
Social Freak Ltd Socialfetch MCP server advertises 255 tools, including amazon_shop_get, appleMusic_album_get, appleMusic_artist_get, appleMusic_search_list, appleMusic_track_get.
Point your MCP client at this streamable-http endpoint: https://api.socialfetch.dev/mcp
Glimind scanned all 255 tool definitions for tool-poisoning patterns — hidden or invisible characters, instructions that override the model, concealment from the user, requests to read credential or MCP config files, conversation exfiltration and cross-tool shadowing — and found none. This checks what the server tells the model, not what its code does; review the source before granting access to sensitive data.
Status page: 90-day uptime, every outage and how long it lasted.
Claim this listing to get the Verified operator marker, a remediation checklist and owner analytics, or embed the live badge from any of the tool pages above. Maintainers: alerts, deploy attestation and monthly reports.
Status is an automated estimate from Glimind's liveness checks (handshake and tool listing only; no tool is ever called) and may lag or differ from your network. Glimind is not affiliated with this server or its operator. Operator? Request a correction or opt out at https://glimind.com/opt-out.