"Automating the download and deployment of GitHub projects" matching MCP tools:

• get-logsA

  mcpA

  Get build and runtime logs for a deployment. If no deployment_id is provided, returns logs for the latest deployment. Use this after calling deploy to monitor build progress and diagnose failures. Logs include: framework detection output, dependency installation, build steps, container startup, and health check results. If a deployment fails, check the logs for error details — common issues include missing dependencies, build errors, or the app not listening on the correct PORT (check the PORT env var — 8080 for auto-detected frameworks, or the EXPOSE value from Dockerfile).

  ConnectorNo auth

• works_verify_public_repositoryA

  WORKS Public VerifierA

  Use only after works_public_eligibility returns eligible. Download that immutable public GitHub snapshot, run the selected pinned static contract without executing repository commands, and return a signed receipt. Return the report field verbatim and stop.

  ConnectorNo auth

• list_projectsA

  LoadsterA

  List the Loadster projects the current token can access, each with its id and name. Every other tool takes one of these ids. An empty list means the connected team has no projects yet: nothing on this surface creates one, so ask the user to create a project in the Dashboard, then call this again.

  ConnectorOAuth

• recommend_reposA

  whichlibA

  Find the best open-source library for a need before adding a dependency. Give the need in plain words and get up to `limit` GitHub repositories ranked by fit = score x relevance to the need. Each result has a 0-100 score (momentum 40% (stars gained per week; without history, lifetime stars per week scaled by the npm/PyPI download trend), maintenance 25%, adoption incl. npm/PyPI weekly downloads 25%, license 10%), a tier (Strong >=75, Solid >=50, Watch >=25, Avoid <25; New for repos under 30 days old, too new to judge), a one-line verdict and the full breakdown. Use this when you do not yet have candidates; use compare_repos when you already have names. Makes 3 GitHub searches plus npm/PyPI lookups for the shortlist. Hosted: 50 free tool calls per day per user; send header X-GitHub-Token with your own GitHub token for unlimited use, or run the npm package locally (npx -y whichlib).

  ConnectorNo auth

• trending_reposA

  whichlibA

  Discover projects: the most-starred GitHub repositories created in the last day, week or month, or with period "rising" repositories of any age that gained the most stars this week (like GitHub Trending; risingRank keeps that order). Optionally one language; each scored and returned sorted by score (starsRank keeps the stars order). Each result has a 0-100 score (momentum 40% (stars gained per week; without history, lifetime stars per week scaled by the npm/PyPI download trend), maintenance 25%, adoption incl. npm/PyPI weekly downloads 25%, license 10%), a tier (Strong >=75, Solid >=50, Watch >=25, Avoid <25; New for repos under 30 days old, too new to judge), a one-line verdict and the full breakdown. Not the right tool for picking a dependency, since new repositories have little maintenance history; use recommend_repos for that. One GitHub search (rising: one download of the daily list from raw.githubusercontent.com instead), plus one npm/PyPI lookup per repository when withDownloads is true. Hosted: 50 free tool calls per day per user; send header X-GitHub-Token with your own GitHub token for unlimited use, or run the npm package locally (npx -y whichlib).

  ConnectorNo auth

• works_public_eligibilityA

  WORKS Public VerifierA

  Fast deterministic preflight for tool-only clients. Call this before any other WORKS tool when eligibility is uncertain, especially for mutable or abbreviated refs, local or private repositories, and build, test, runtime, deployment, or production claims. It does not download a repository or persist data. If eligible is false, stop without calling verification.

  ConnectorNo auth

• create_deploymentA

  Algenta MCP ServerA

  Request a new isolated engine deployment for the active organization on the chosen provider and region. Returns immediately with status requested — provisioning is asynchronous, so poll get_deployment until status is active; API calls then route to the isolated deployment automatically. Requires an owner API key. Only one active or in-progress deployment is allowed per org (deployment_exists otherwise — call delete_deployment first), and unknown provider/region pairs fail validation; list_deployment_regions shows the valid combinations.

  ConnectorNo auth

• get_latest_releaseA

  canton-ccpediaA

  Get the single latest release (version tag, publish date, and GitHub release-notes link) for ONE NAMED Canton-ecosystem package: canton, daml, dpm, or splice. Canton-specific. Requires a package name as input. Use when the user names a specific package ("what's the latest daml release", "latest canton version"); use get_current_versions instead for a cross-package snapshot of all four at once or MainNet/TestNet deployment status.

  ConnectorNo auth

• get_server_infoA

  TestGraphA

  Return the exact TestGraph MCP server version and live deployment identity for diagnostics. Use this when checking a stale connection, endpoint mismatch or deployment issue; ordinary writes do not require a preceding version probe. Compare build_sha and deployment_id with the public /version endpoint when troubleshooting.

  ConnectorNo auth

• get_server_infoA

  TestGraphA

  Return the exact TestGraph MCP server version and live deployment identity for diagnostics. Use this when checking a stale connection, endpoint mismatch or deployment issue; ordinary writes do not require a preceding version probe. Compare build_sha and deployment_id with the public /version endpoint when troubleshooting.

  ConnectorNo auth

• pin_sourceA

  SHPBL: Repository Audit & RepairA

  Build `HOST-SOURCE-MANIFEST.json` for canonical step 1 from a GitHub repository, online, with no clone and no download: every file's Git blob identity, the byte length, the head commit, and the `SHPBL-SOURCE-DIGEST/1` digest over the pinned tree. Write the returned JSON to your run folder as `HOST-SOURCE-MANIFEST.json` and step 1 passes the gate. Free and unmetered. If the run is offline instead, do not call this — run `node tools/source-manifest.mjs <repo-dir|repo.zip>` from the edition, which produces the same manifest from a directory or straight out of the repository ZIP. Never invent the digest or the commit.

  ConnectorNo auth

• get_download_urlA

  FileConvertA

  Returns the download URL of a converted file. Pass 'job_id' (conversion uid) to resolve the converted file of a finished conversion, or 'file_id' to download a known file uid directly. The URL needs no authentication (the unguessable file id is the capability), so it can be handed to the user or another system as-is. It stops working when the file's retention ends — about one hour after conversion by default — so download or share it promptly.

  ConnectorNo auth

• lab_list_projectsA

  FilmLabA

  List FilmLab projects (id, title, current pipeline stage). Call this first to find a project_id for the other tools. Shows up to 20 items; `total` counts your active projects (up to 200) and `truncated: true` means the list is cut off — sorted by last change, so older projects drop out of the shown window first.

  ConnectorOAuth

• twelfth_list_project_workflowsA

  TwelfthA

  List the project workflows this workspace offers, with their stages, availability and how many projects run on each. Use it to explain what kinds of project exist; for actual projects use twelfth_list_projects.

  ConnectorOAuth

• media_linkA

  loootA

  looot: get a short-lived download link for a file a run produced (audio, image, video, PDF). Download it with curl or fetch within 15 minutes; call again for a new link. Pass the runId (and mediaId when the run has several files; the error lists them). The answer carries downloadUrl (no token needed), downloadUrlExpiresAt, contentType, byteLength, sha256 to check the download, and a filename suggestion. Download the file, do not paste it into the chat, and keep the link out of logs and shared documents. Pass inline:true for a png, jpeg, gif or webp image under 200 KB to also see it in the answer. Errors: run_not_found, media_not_found, media_expired, media_id_required, media_links_disabled.

  ConnectorAPI key

• deploy_stagingA

  RationalBloksA

  Deploy a project's saved schema to the staging environment. This triggers: (1) Schema validation, (2) Docker image build, (3) GitHub commit, (4) Kubernetes deployment, (5) Database migrations. The operation is ASYNCHRONOUS - it returns immediately with a job_id. Use get_job_status with the job_id to monitor progress. Deployment typically takes 2-5 minutes depending on schema complexity. If deployment fails, read the job's error first: one that starts with 'RationalBloks platform error' is the platform's, not the schema's. Otherwise check: (1) Schema format is FLAT (no 'fields' nesting), (2) Every field has a 'type' property, (3) Foreign keys reference existing tables, (4) No PostgreSQL reserved words in table/field names. Use get_project_info to see if the deployment succeeded. A plan that drops data is refused, naming every table, field, entity or relationship it would drop, and every field whose type change rounds or cuts its values (a decimal with a smaller scale or turned integer, a datetime turned date): deploy_destructive applies it, a tool of its own so a client asks before it runs. One operation runs on a project at a time: while another runs, the call is refused and the refusal names the running job; wait for it with get_job_status, then call again. While RationalBloks is being updated, the call is refused with 'RationalBloks is being updated': call it again in a few minutes.

  ConnectorNo auth

• deploy_graph_stagingA

  RationalBloksA

  Deploy a graph project's saved schema to the staging environment. This triggers: (1) Schema validation, (2) Neo4j entity code generation, (3) Docker image build, (4) GitHub commit, (5) Kubernetes deployment with Neo4j instance. The operation is ASYNCHRONOUS — returns immediately with a job_id. Use get_job_status to monitor progress. Deployment typically takes 2-5 minutes. Use get_graph_project_info to verify deployment succeeded. A plan that drops data is refused, naming every table, field, entity or relationship it would drop, and every field whose type change rounds or cuts its values (a decimal with a smaller scale or turned integer, a datetime turned date): deploy_destructive applies it, a tool of its own so a client asks before it runs. One operation runs on a project at a time: while another runs, the call is refused and the refusal names the running job; wait for it with get_job_status, then call again. While RationalBloks is being updated, the call is refused with 'RationalBloks is being updated': call it again in a few minutes.

  ConnectorNo auth

• web_loginA

  Local MCPB

  Opens a real browser window on the Mac for the user to sign into a website themselves (you never handle their password). After they log in, the session is saved on this Mac and reused by web_navigate/web_read/web_screenshot — they won't need to log in again. Use a stable `session` name per site (e.g. 'linkedin'). NOTE: automating sites like Instagram/LinkedIn may violate their terms — the user accepts that risk.

  ConnectorOAuth

• list_reposA

  canton-ccpediaA

  List the Canton Network GitHub repositories that CCPEDIA has indexed (Canton org repos such as canton-foundation and Daml/Splice, excluding the dev-fund proposals repo), with the count of issues+PRs indexed per repo. CANTON-ONLY and read from CCPEDIA's cache. This is NOT a live GitHub API and does NOT list the user's own repos (use a GitHub MCP for that).

  ConnectorNo auth

• get_github_discussionA

  canton-ccpediaA

  Get the full body and comments of a single GitHub Discussion from a Canton Network or Digital Asset repo, by its GitHub GraphQL node id (from list_github_discussions). CANTON-ONLY, read from CCPEDIA's cache. Not the live GitHub API. This is GitHub Discussions, distinct from the Canton web forum (get_discussion) and mailing lists (get_mailing_thread).

  ConnectorNo auth

• list_reposA

  blobpediaA

  List the GitHub repositories that blobpedia has INDEXED for Celestia, with item counts. Read-only view of the Celestia index on this server — does NOT browse your GitHub account or arbitrary repos (use a dedicated GitHub tool for that). Zero arguments.

  ConnectorNo auth