Curated Finds on Apify
Search a software catalogue by keyword, category and platform, with source-review dates. Connect through Apify; paid usage is billed per completed page.
Hosted MCP Server
npx add-mcp 'https://mcp.apify.com/?tools=myworkingmemory/software-library-search'Installs into Claude Code, Codex, Cursor and more
Documentation
See one useful software search, its exact result and all five connection paths.
Find software your app or agent can use.
Search source-reviewed GitHub tools and Hugging Face models. Get source links, setup requirements, evidence limits and review dates as structured JSON.
View direct access — $5.99/month Inspect the public sample
Also available on Apify, MCPize, RapidAPI and API.market.
One public catalogue record
This is the existing public SpeechBrain example, reviewed 2026-10-16. It is a static sample, supplied without an API request. The full catalogue requires authenticated access under the selected channel’s plan or trial.
Show the exact 13-field JSON record
{
"id": "github:speechbrain/speechbrain",
"name": "SpeechBrain: separate two overlapping voices",
"purpose": "Separate a two-speaker audio mixture into two replayable WAV tracks.",
"category": "Audio & recordings",
"type": "Python speech separation component",
"platforms": [
"Python setup component",
"Local CPU; GPU optional",
"Separate model download required"
],
"sourceURL": "https://github.com/speechbrain/speechbrain",
"getSoftwareURL": "https://github.com/speechbrain/speechbrain/blob/c0241278f93ef02cd5191f03caf4e5f8e1292bf6/README.md",
"licenseDeclaration": "Apache-2.0",
"licenseURL": "https://github.com/speechbrain/speechbrain/blob/c0241278f93ef02cd5191f03caf4e5f8e1292bf6/LICENSE",
"requirements": "Setup component, not a finished recorder app. Reviewed SpeechBrain 1.1.2 release/tag c0241278f93ef02cd5191f03caf4e5f8e1292bf6 equals current source (2026-10-14). Python >=3.8.1, matching PyTorch/torchaudio >=2.7.1, soundfile >=0.12.1, HyperPyYAML and other declared dependencies. PyPI publishes the package and matching torch/torchaudio 2.7.1 wheels for Python 3.10-3.13 on macOS arm64. CPU is supported in the actual interface; CUDA is optional. No automatic Apple MPS or speed claim. The ungated Apache-2.0-declared speechbrain/sepformer-wsj02mix checkpoint is a separate first-use download (~113 MB repository storage), not fetched in this review. Narrow route: mono, two-speaker mixture at 8 kHz. It was trained on WSJ0-2Mix; quality on meetings, noisy recordings, accents or more speakers is not established. Output order need not identify the human speakers. Primary model card saves using torchaudio; current SDK also implements soundfile-based audio_io.save. No audio, dependencies or checkpoints installed/executed; source verification only.",
"evidenceLimits": [
"Give it a mono recording containing two overlapping speakers and receive two separate 8 kHz WAV files. This supplies separate audio tracks to replay or pass to an existing transcription tool, removing manual attempts to untangle both voices in one mixed track. It separates waveforms; it does not name speakers, transcribe them or establish evidentiary accuracy.",
"Source review only; software was not installed or run, and individual accessibility fit was not tested."
],
"reviewedAt": "2026-10-16"
}
Direct API
Use your existing direct subscription key. A marketplace key does not work on the direct route. Keep keys in your private client environment.
curl --get "https://www.myworkingmemory.ai/api/software-library/direct/search" --header "Authorization: Bearer $CURATED_FINDS_API_KEY" --data-urlencode "query=SpeechBrain" --data-urlencode "limit=1"
Each admitted search uses one lookup, including a valid empty result. There is no automatic pagination. A cancelled or timed-out request may already have used a lookup; check your allowance before retrying.
query
Optional text, at most 200 characters.
category / platform
Optional existing exact-match filter values, at most 100 characters each.
limit
Integer 1–25. Default 10.
offset
Integer 0–10,000. Default 0. Request each later page explicitly.
The response contains version, total, records, nextOffset and remaining. Compare catalogue versions between pages. Review dates, type labels and missing fields keep their original meanings.
Authentication errors, exhausted allowance and provider failures remain failures. The public client draft sends one request, refuses redirects, bounds responses and makes no startup search. It is not yet published to npm or PyPI.
Direct access currently supports search. It has no direct record-lookup or catalogue-info endpoint. It has no latest, dated archive, date, tag or normalized tool/model filter.
Choose your existing connection
MCPize supplies the existing managed MCP service: search_software, get_software and catalogue_info.
RapidAPI and API.market provide their native REST gateways and document MCP access. Product enablement and a paid MCP response on those gateways still need verification. Connect the existing Apify Actor through its hosted MCP address; running it uses Apify completed-page billing.
The direct MCP client, Pipedream action, GitHub Action and Python client are prepared distribution drafts. Registry acceptance, client installation, customer credentials and publication remain separate steps. This page does not install or run them.
Connect Curated Finds through Apify
Your assistant can connect to our existing Apify Actor. It searches the software catalogue and returns source links, requirements, evidence limits and original review dates. It does not install or run the software described in the results.
Use this exact remote MCP address. The connection files below contain no password or API token.
https://mcp.apify.com/?tools=myworkingmemory/software-library-search
You need a client that supports remote Streamable HTTP MCP and an eligible paid Apify account. Sign in to your own Apify account when prompted. Review the displayed permissions: Full API access is broader than access to this catalogue. The selected tool address does not limit your account permission or spending. Direct, MCPize, RapidAPI and API.market subscriptions do not supply Apify access.
Claude Desktop
Open Customize → Connectors → + Add → Add custom connector. Name it “Curated Finds on Apify” and enter the address above. Complete Apify sign-in, then enable the connector in your conversation. Keep tool approval enabled. An organization administrator may need to add it first.
Download the Claude form values. This is a reference for the connector form, not a Desktop configuration import.
Cursor
Merge the server entry from this Cursor configuration into your project’s .cursor/mcp.json or your existing ~/.cursor/mcp.json. Preserve other entries. Open Customize → MCP, enable the server and complete Apify sign-in. Keep tool approval enabled.
Codex CLI
Merge this Codex configuration into your existing ~/.codex/config.toml or trusted project configuration. Run codex mcp login curated_finds_apify, complete Apify sign-in, then inspect the connection with /mcp. The fragment requests approval by default; check for any existing per-tool overrides.
Check the connection before paying
Ask: “Show the available tool names for Curated Finds on Apify. Do not execute a tool, start an Actor, schedule work or retry a run.” A visible tool list confirms the connection, not a paid delivery.
Apify MCP server source version 0.19.3 supplies the dedicated myworkingmemory--software-library-search tool and the helpers get-actor-run, get-dataset-items, get-key-value-store-record and abort-actor-run when the selected Actor loads. An authenticated inspection on October 22, 2026 confirmed all five tools. Paid execution and delivery through this connection remain unverified. These are separate from MCPize’s three tool names.
Make: get three records in your workflow
Open the Make setup guide for the prepared scenario, your own Apify connection and explicit page-event cap. This workflow uses a different MCP address from the Actor-only address above. Import and settings were checked in the publisher’s own account. Keep your copy off and On demand while checking both module connections, the cap and the records.
What a paid request costs
One completed page of up to 25 entries costs $0.00599, including a valid empty page. That is $5.99 per 1,000 pages, with no monthly Actor subscription or minimum purchase of 1,000 pages. Your Apify plan and client or automation charges are separate.
Before authorizing a run, confirm a finite positive spending cap that covers one page. The Actor-specific MCP schema inspected so far has no explicit cap field; do not invent one in the search input. This connection’s cap propagation is still unverified. Until that is resolved, use these instructions for connection inspection only. A timeout may follow a charged run; inspect the original run before considering another request.
Connection and tool inventory checked October 22, 2026. Source dates remain unchanged when a search runs. Official references: Apify MCP, Claude connectors, Cursor MCP, Codex MCP and Make MCP Client.
One product, clear billing units
Direct
$5.99/month
1,000 lookups per billing period; up to 25 records per lookup.
MCPize
$5.99/month
1,000 native plan requests. New Free enrollment is inactive.
API.market
$5.99/month
1,000 calls. Free: 50 calls in a one-time 7-day trial.
Apify
$0.00599/completed page
$5.99 per 1,000 pages; no monthly subscription or minimum of 1,000. Up to 25 records per page.
Request allowances are hard capped. RapidAPI retains its separate 10,240 MB allowance and $0.001/MB bandwidth term. Marketplace trials and entitlements are separate; buying one does not grant access through another.
Direct checkout already uses Stripe. Processing and operating costs apply. Marketplace fees, paid deliveries, refunds, expenses and actual retained profit are measured separately; a listed price is not proof of profit.
Catalogue and product record
2026-10-19: current catalogue has 233 records, retaining each original source-review date.
2026-10-20–21: the current offer is $5.99 per month for 1,000 requests on Direct, MCPize, RapidAPI and API.market. Apify uses completed-page pricing instead of a monthly subscription.
Catalogue version: 6c4567c485c357318c2722eaaaa0d03aae6d6249c663080346bf601d24cae4a0
Product updates
Use this changelog for published product changes. A weekly email edition is being prepared. Email signup and sending will open after the template and collection flow are approved.