"Tips and tools for creating a graph" matching MCP tools:

• get_pipelineA

  TrezaA

  Get one pipeline: metadata plus a summary of its node graph (node ids, types, labels). Pass includeGraph to get the complete graph — every node with position and config, and every edge — which is what update_pipeline needs as a starting point. Never write a graph reconstructed from the summary: it drops configs.

  ConnectorAPI key

• update_pipelineA

  TrezaA

  Update a pipeline: rename it, change its description, or replace its node graph. For a graph change, read the current one with get_pipeline includeGraph and send the whole graph back, nodes and edges together, every edge naming the two nodes it joins and a port on each, e.g. {"source":"music","sourceHandle":"audio","target":"sequence","targetHandle":"shots"}. A graph with error-level issues is refused with every issue listed, and nothing is saved; settings you change are checked against get_node_type and the live model catalog the same way create_pipeline checks them. To add music, narration or captions to a video a run already made, pass its url from get_run outputs to assemble_video or edit_asset instead: a changed pipeline renders every node again when it runs, the video included, and charges for it.

  Connector

  Destructive

  API key

• show_graphA

  Equation.ioA

  Display an interactive equation.io graph inside the conversation, with editable equations, sliders, pan/zoom, and 3D rotation. Use when the user asks to see or explore a graph. Pass the COMPLETE graph as "equations", one equation or definition per string, preserving unchanged rows when editing. For a slider use "a = 2" then "y = a sin(x)". For advanced syntax read the "syntax" resource (https://equation.io/llms.txt). Returns per-row validation and share links; a row with status "error" is not drawn until its text is corrected and the graph resubmitted. Use encode_graph_url for validation or link-only requests (including share-link preview notes). In clients without UI support, provide share_url.

  ConnectorNo auth

• show_graphA

  Equation.ioA

  Display an interactive equation.io graph inside the conversation, with editable equations, sliders, pan/zoom, and 3D rotation. Use when the user asks to see or explore a graph. Pass the COMPLETE graph as "equations", one equation or definition per string, preserving unchanged rows when editing. For a slider use "a = 2" then "y = a sin(x)". For advanced syntax read the "syntax" resource (https://equation.io/llms.txt). Returns per-row validation and share links; a row with status "error" is not drawn until its text is corrected and the graph resubmitted. Use encode_graph_url for validation or link-only requests (including share-link preview notes). In clients without UI support, provide share_url.

  ConnectorNo auth

• beyondpayday_list_savings_matchesA

  Beyond PaydayA

  Lists the bills Beyond Payday's Save money page offers tips for, each with the tip set (`playbook`) matched to it: its label, a one-line summary and the tip titles. `source` says how the match was made — 'user' (the household chose it), 'rule' (a confident keyword match), 'ai' (saved AI match) or 'fallback' (the category's general tips). The tips are general, hand-written suggestions, not advice about this household's providers or contracts. Needs the Save money permission and bills access; a child account has neither unless the owner grants it, and then sees only bills assigned to it. For each bill's full details use beyondpayday_list_bills; to change a bill use beyondpayday_update_bill. Paginated: pass limit (1-100, default 25) and offset; the response carries total and nextOffset — keep calling until nextOffset is null before totaling. Figures are estimates from user-entered data — not tax, financial, investment, insurance, or legal advice.

  ConnectorOAuth

• PublishGraphSchemaA

  GraphOS MCP ServerA

  Publish a schema to a graph variant, the same write that `rover graph publish` performs. Use this for a monograph; use PublishSubgraph for one subgraph of a federated graph. Returns a result code, whether the publish succeeded, a human-readable message, and the hash of the published schema. This changes the schema registry and can change what clients see. Run RunSchemaCheck first to see the effect on client operations. Provide the graph ID, the variant name, and the schema as SDL. Optionally provide the git branch and commit to label the publication.

  Connector

  Destructive

  No auth

• design_workflow_draftA

  OnplanaB

  Design a workflow graph with AI for an existing workflow (PRO and above). Called with a prompt, it returns a proposed graph, a plain-language readback of what that graph would do, and a diff against the current one, without saving anything. Called with a graph from a previous reply, it saves that graph, and saving always requires acknowledgeChanges, so a person sees the readback before a workflow changes. Without it the reply is a refusal carrying that readback. It edits an existing workflow and cannot create one, and it cannot activate a workflow: a saved draft stays in whatever state the workflow was already in. Unresolved references, such as an approver who is not in the workspace, are listed on the draft and prevent it being saved until a person chooses them. A draft is built for the trigger the workflow already has, returned as trigger with triggerProposed false; it never changes a workflow's trigger or name.

  Connector

  Destructive

  OAuth

• get_buying_guideA

  cyclesite-mcp-serverA

  Search Cyclesite's expert buying guides (24+ articles by cycling-journalism authors). Returns up to 3 matching guides with title, excerpt, difficulty, reading time, and URL. Use for educational queries that don't need live inventory. Example: 'how do I choose a bike size?', 'tips for buying a used e-bike'.

  ConnectorNo auth

• get_workflow_schemaA

  ProteinIQB

  Read the authoritative graph/settings schemas and authoring instructions before creating a workflow. Obtain scientific settings from get_tool and exact ports from get_workflow_tool.

  ConnectorAPI key

• compass_links_deleteA

  ZeroWidthB

  Deletes one edge from the graph (the pages stay). Use only when a connection was never true — the system isn't used by that workflow, it was recorded by mistake. When a relationship WAS true and has stopped (the person left the team, moved roles), end it with compass_links_update `validTo` instead, so the history stays. Link ids come from compass_page_links_list. Re-creating the same edge later revives it. May return `needs_confirmation`.

  Connector

  Destructive

  No auth

• GetMyIdentityA

  GraphOS MCP ServerA

  Resolve the caller's identity from their API key or OAuth token. Call this FIRST when the user asks about "my graph" but has not provided a graph ID. For a graph/service key, `me` resolves to a Graph: use `id` as the graphId and `variants[].name` as the variant for the graph-scoped health-check tools, so the user does not have to supply either. For a user (personal key or OAuth), `me` resolves to a User instead: there's no single graph, so each org membership's `graphs[].id` / `graphs[].variants[].name` lists the graphId/variant options the graph-scoped tools need, across every org the user belongs to. Also handles service-account keys.

  ConnectorNo auth

• graph_upsertA

  Moltline RecallA

  Fold new facts into a memory graph and get the whole graph back. FREE. Idempotent by construction: re-adding the same entity, observation or relation changes nothing, so an agent that replays its own history does not end up with a graph full of duplicates. Typical input {"graph": {"entities": [], "relations": []}, "entities": [{"name": "Acme Corp", "type": "company", "observations": ["renewed in March"]}]} returns {"graph": {...}, "added": {"entities": 1, "observations": 1, "relations": 0}, "merged": 0}. Use as the single write path for memory. Not for reading it back selectively - that is graph_search - and not for finding out what a write changed, which graph_diff answers precisely. Errors: on invalid, missing, or malformed input this tool never raises a protocol error; it returns {"error": "<what is wrong and how to fix it>"} (for example {"error": "graph exceeds <value> entities; split it"}). Every call is read-only and idempotent, so after correcting the input it is always safe to retry.

  ConnectorNo auth

• neuron_update_flowA

  neuronB

  Update a flow's name, description, graph, or enabled state. Only provided fields are changed. When updating the graph, provide the COMPLETE graph (all nodes and edges) — it replaces the existing graph entirely. The previous graph is kept as a revision (see neuron_list_flow_revisions), so a bad edit can be rolled back with neuron_restore_flow_revision. When a graph is supplied the response includes a non-blocking `warnings` array (same checks as create_flow) — check it and fix any flagged issues.

  ConnectorNo auth

• find_companiesA

  YouSpotB

  Search for companies by describing them in plain English — the same engine behind the ProspectFinder app. Handles industry, size, location, funding stage and investors in one query: 'CRM software companies with more than 1,000 employees', 'Series A AI startups in Boston', 'YC-funded fintechs'. Returns name, domain, employee count and description per company. Use this for discovering companies out in the world; for companies/people the user already knows, use their graph and connection tools instead. Results can then be added to the user's graph with the graph tools if they ask. The result includes a result_id that chat surfaces can use to render the list as a live prospect_list card.

  ConnectorNo auth

• geo_quick_checkA

  TOP GUN GEO-LensA

  Quick brand visibility snapshot across LLM-indexed sources. Returns a score (0–100), top 3 citation URLs, and 2 quick improvement tips. Single-source search (5 results). Costs $0.05 USDC. For full citations, LLM index status, and 6 GEO recommendations use audit_brand ($1.50).

  ConnectorNo auth

• describe_dataA

  mcpA

  Start here for any Hyperliquid question the other tools do not answer directly. Returns the SQL tables you can query with run_query (every fill, per-wallet daily totals, wallet behaviour labels, funding, mark and oracle prices, open interest, liquidations, builder-code fills, transfers, vault flows), their columns, how far back each goes, query tips, worked examples and your own limits.

  ConnectorNo auth

• list_authorized_mailboxesA

  Higgs HubB

  List every mailbox (Gmail/Google Workspace, Microsoft/Outlook and AgentMail) available to you in the workspaces you belong to, with provider, status and your access level. `access` is 'write' (everything your switches allow) or 'read' (search and read tools only — anything that changes the mailbox is refused). `folders` says whether the file tools (Drive, OneDrive, Sheets, Excel) are limited to certain folders for you: files outside them are not returned by list and search and cannot be opened, moved, shared or edited, and creating a file needs a parent folder you can reach. `calendars` does the same for the calendar tools: calendars outside your rule are not listed and cannot be read or written. AgentMail inboxes have no files or calendars, so they carry neither. Mailboxes you have no access to are not listed. Mailboxes with status 'active' can be used by the other tools. If nothing is connected yet, the reply says how to connect a mailbox: pass those steps on to the person.

  ConnectorOAuth

• create_projectA

  HarborRankA

  Create a new project in the user's organization. Provide a name, and optionally a domain and default market (locationCode/languageCode; a languageCode requires a locationCode). Returns the created {id, name, domain, locationCode, languageCode, url}; pass the returned `id` as `projectId` to other HarborRank tools. Call list_projects first to avoid creating a duplicate.

  ConnectorOAuth

• tip_my_proA

  ShearQuery — Barber & Beauty Industry DataA

  Tip the pro for one of the client's own appointments (id from my_bookings), in dollars. Returns a secure Stripe payment link to give the client; the tip goes straight to the pro's own Stripe account. Only when the client asks to tip, and only for pros who take tips online.

  ConnectorNo auth

• community_board_helpA

  Community BoardA

  Use this when the user just says 'Community Board' or 'community-board', asks what this app can do, or asks for help or examples ('מה אפשר לעשות כאן?', 'עזרה'). Returns a summary, supported capabilities, the live category list, example requests in Hebrew and English, current limitations and search tips.

  ConnectorNo auth

• goodrx_drug_infoA

  Crawlora MCPB

  Get a drug's GoodRx information page; returns sections for uses, side effects, pros and cons, pharmacist tips, warnings, dosage, interactions, contraindications, alternatives, images, and references, plus FAQs. Use for medication facts rather than prices (goodrx_drug_prices). Set audience=pets for the cat and dog page of drugs listed by goodrx_pet_medications.

  ConnectorNo auth