A local-first creative studio MCP server that provides access to 73 curated image and video generation models across 5 providers, enabling users to generate, refine, and manage creative outputs with transparent cost tracking and local file custody.
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inematds
Source: Glama
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AGNES_API_KEY[Agnes AI](https://apihub.agnes-ai.com) 4 zeroBENCH_API_HOSTloopback (), so the endpoint that writes files and spends moneyBENCH_API_PORTPORT=8790 =8790 BENCH_WEB_PORT=5201 npm run devBENCH_CHROMEBENCH_DATA_DIRBENCH_DOCUMENT_REFERENCEBENCH_PASSWORDOptional password. Set and the API requires a session:BENCH_REUSE_SERVERBENCH_URLBENCH_WEBSITE_REFERENCEBENCH_WEBSITE_REFERENCE_URLBENCH_WEB_HOSTBENCH_WEB_PORTPORT=8790 BENCH_API_PORT=8790 =5201 npm run devFAL_KEY[fal.ai](https://fal.ai/dashboard/keys) 37 dollars, live pricingFFMPEG_PATHGOOGLE_API_KEYINEMAIMG_URLKIE_API_KEY[kie.ai](https://kie.ai/api-key) 4 creditsOLLAMA_URLOPENROUTER_API_KEYOPENROUTER_BASE_URLOPENROUTER_MODEL_DEFAULTPORTDependencies
14 dependencies, 2 flagged: @axe-core/playwright, @playwright/test
Tool annotations
No tools have read-only/destructive annotations
Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.
All four hints declared on every tool
10/10 tools missing one or more hints — list_models (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_model_capabilities (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); upload_media (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +7 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.
For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.
Descriptions match behaviour
5 tools describe read intent but their handlers mutate — list_models (line 38: spawn(process.execPath, [join(HERE, "server.mjs")], {); create_media (line 38: spawn(process.execPath, [join(HERE, "server.mjs")], {); sync_models (line 38: spawn(process.execPath, [join(HERE, "server.mjs")], {)
Rename the tool, rewrite the description, or move the side-effect into a separate clearly-named tool.
Tool test coverage
Only 0/10 tools referenced in tests (0%)
Write tests that reference each tool by name so every tool has at least one test.
Shell command execution
10 child_process/subprocess calls in production code — runs shell commands (server/server.mjs:356, server/server.mjs:1539, server/server.mjs:1740)
Prefer library functions over shell-outs. If you must shell out, ensure all inputs are properly escaped.
Secrets stay with their owner
4 secret/sensitive values flow into network calls (FAL_KEY → dynamic, FAL_KEY → dynamic) (4 other flows matched canonical API hosts)
Audit where credentials are sent. A NOTION_TOKEN should only reach api.notion.com — never a third-party host.
Secrets not logged
9 secret values sent to console.log
Redact or omit secret values from log output.
Tool description accuracy
5 tools have description/behavior mismatches: list_models: description implies read-only but handler writes/deletes/executes; create_media: description implies read-only but handler writes/deletes/executes; sync_models: description implies read-only but handler writes/deletes/executes
Update tool descriptions to accurately reflect all capabilities — especially write, delete, or execute operations.
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