mcp-registry/com.aisenseapi/free-public-tools · v1.13.1
As of 2026-10-19 14:37 UTC, the Aisenseapi Free Public Tools MCP server is up with a Glimind reliability score of 93/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks. It had 10 outages in 90 days, with a median recovery of 5 minutes.
60 public tools: queues, inboxes, webhooks, approvals, DNS, images, PDF, hashing and more.
Claude Code
claude mcp add --transport http aisenseapi-free-public-tools-mcp-server https://aisenseapi.com/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"aisenseapi-free-public-tools-mcp-server": {
"type": "http",
"url": "https://aisenseapi.com/mcp"
}
}
}
Third-party server, listed as discovered. Review its source before installing.
66 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 →
68 parameter(s) across 30 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 →
4 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 →
3 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 →
Loading this server's tool list costs an agent ~14,878 tokens before any work — more than 90% 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 →
Handshake + tools/list takes ~2,218 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.
In the last 30 days: 0 tool(s) removed and 9 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. 30 tool(s) still need parameter descriptions written by someone who knows the API. All of them as JSON: /v1/readiness/mcp-registry%2Fcom.aisenseapi%2Ffree-public-tools/fixes
{
"name": "complete_lease",
"description": "Finish owned work and save a reusable JSON result for later callers with the same identity and fingerprint. The result is limited to 32 KB and secret-shaped fields are redacted. Do not store secrets or personal data. The owner token is required. No authentication is required.",
"inputSchema": {
"type": "object",
"required": [
"key",
"owner_token",
"result"
],
"properties": {
"key": {
"type": "string",
"maxLength": 200,
"minLength": 1,
"description": "Work identity. With a namespace use 1 to 128 URL-safe ASCII characters, starting with a letter or digit. Without one use a caller-generated secret of 32 to 200 ASCII characters from A-Z, a-z, 0-9, dot, underscore, colon, tilde or hyphen, with at least eight distinct characters."
},
"result": {
"description": "Reusable JSON value. Maximum encoded size is 32 KB. Do not include secrets.",
"type": "string"
},
"namespace": {
"type": "string",
"pattern": "^ns_[A-Za-z0-9_-]{43}$",
"description": "Optional 256-bit namespace from create_lease_namespace. Keep it secret."
},
"owner_token": {
"type": "string",
"pattern": "^own_[A-Za-z0-9_-]{43}$",
"description": "Secret owner token returned by acquire_lease."
}
},
"additionalProperties": false
},
"annotations": {
"readOnlyHint": false,
"openWorldHint": false,
"idempotentHint": false,
"destructiveHint": false
},
"title": "Complete lease"
}{
"name": "enqueue_agent_queue_job",
"description": "Add a JSON job using the write token and a stable job_key. The same key and payload return the original job. Changing the payload for that key is a conflict. Payloads are limited to 16 KiB encoded JSON and must contain no secrets or personal data. The 100-job lifetime limit includes completed and failed jobs.",
"inputSchema": {
"type": "object",
"required": [
"queue_id",
"write_token",
"job_key",
"payload"
],
"properties": {
"job_key": {
"type": "string",
"pattern": "^[A-Za-z0-9][A-Za-z0-9._:-]{0,63}$",
"maxLength": 64,
"minLength": 1
},
"payload": {
"description": "Required JSON value, including null. Maximum encoded size: 16384 bytes.",
"type": "string"
},
"queue_id": {
"type": "string",
"pattern": "^[a-f0-9]{32}$"
},
"write_token": {
"type": "string",
"pattern": "^[a-f0-9]{64}$"
}
},
"additionalProperties": false
},
"annotations": {
"readOnlyHint": false,
"openWorldHint": false,
"idempotentHint": true,
"destructiveHint": false
},
"title": "Enqueue agent queue job"
}{
"name": "schedule_webhook",
"description": "Schedule an HTTP POST of a JSON payload to a public URL: once, after delay_seconds or at the Unix time fire_at, 5 seconds to 24 hours ahead, or repeatedly every 60 to 86400 seconds until 24 hours after creation. The URL must resolve to a public address on port 80 or 443. The answer has schedule_id, which reads and cancels the job and should be kept private. No API key, no account and no sign up: call it directly.",
"inputSchema": {
"type": "object",
"required": [
"url"
],
"properties": {
"url": {
"type": "string",
"maxLength": 2048,
"minLength": 1
},
"every": {
"type": "integer",
"maximum": 86400,
"minimum": 60
},
"fire_at": {
"type": "integer"
},
"payload": {
"description": "Any JSON, at most 32 KB. Defaults to {}.",
"type": "string"
},
"delay_seconds": {
"type": "integer",
"maximum": 86400,
"minimum": 5
}
},
"additionalProperties": false
},
"annotations": {
"readOnlyHint": false,
"openWorldHint": true,
"idempotentHint": false,
"destructiveHint": false
},
"title": "Schedule a webhook"
}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/com.aisenseapi/free-public-tools"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/com.aisenseapi/free-public-tools"}) over MCP.
process_image ~502 tokenscreate_human_approval ~474 tokenscreate_agent_wake ~423 tokenscreate_heartbeat ~414 tokensacquire_lease ~352 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%2Fcom.aisenseapi%2Ffree-public-tools?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Fcom.aisenseapi%2Ffree-public-tools?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fcom.aisenseapi%2Ffree-public-tools.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fcom.aisenseapi%2Ffree-public-tools.svg :target: https://glimind.com/server/mcp-registry%2Fcom.aisenseapi%2Ffree-public-tools?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 sha256:2f345b141b0d08d0…, first seen 2026-10-17, included at leaf 2421 of 27,221. Version history · verify what your client received.
Compare: most reliable communication servers · most reliable data servers · most reliable knowledge servers · most reliable web servers · most reliable other 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 2026-10-19 14:37 UTC, the Aisenseapi Free Public Tools MCP server is up with a Glimind reliability score of 93/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks. It had 10 outages in 90 days, with a median recovery of 5 minutes.
Aisenseapi Free Public Tools MCP server advertises 77 tools, including ack_agent_queue_job, acquire_lease, add_semantic_search_notes, cancel_webhook_schedule, claim_agent_queue_job.
Point your MCP client at this streamable-http endpoint: https://aisenseapi.com/mcp
Glimind scanned all 66 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.