Get detailed graph project information including Kubernetes deployment status, Neo4j database health, pod status, and resource usage. Use this after deployment to verify the graph project is running correctly.
ConnectorNo auth
784,182 tools. Updated 2026-11-15 07:17
"Information about Neo4j graph database" matching MCP tools:
- Get detailed graph project information including Kubernetes deployment status, Neo4j database health, pod status, and resource usage. Use this after deployment to verify the graph project is running correctly.ConnectorNo auth
- Retrieve The Hill Kinabalu’s official public wedding venue and 2026/2027 package information, including capacity, event sizes, starting package prices, key inclusions, add-ons without prices, payment structures, and enquiry links. Use this when someone asks about weddings, wedding packages, the event venue, guest capacity, package pricing, or how to enquire. This tool does not check date availability or submit an enquiry.ConnectorNo auth
- Replace a graph project's WHOLE schema (saves to database, does NOT deploy). DESTRUCTIVE: an entity, relationship or field the schema leaves out is deleted by the next deploy. ⚠️ Follow ALL rules from create_graph_project: • Must have "nodes" key with at least one entity • Each entity needs "description" and "schema" with field definitions • Each field is {"type": "...", "required": true/false} — required defaults to false • Relationships need "from", "to", and "cardinality" • Field types: string, integer, float, boolean, date, json • Relationship types should be UPPER_SNAKE_CASE • Entity names should be PascalCase WORKFLOW: 1. get_graph_schema to see the current schema (its 'version' pins the save) 2. preview_schema_change with the new schema: check 'diff' and 'plan' 3. update_graph_schema (pass expected_version to be refused if someone else saved meanwhile) 4. deploy_graph_staging, then get_job_statusConnectorDestructiveNo auth
- Get retweets of specific post. FAST (default, omit responseType or responseType="fast"): Returns up to 300 results directly (use limit param to reduce, e.g. limit=5). Database-only. Results include guidance for full mode. PAGING (responseType="paging"): Async paginated results (100/page), returns operationId for polling via checkOperationStatus. Supports pageNumber/tableName for subsequent pages. Database-only search for historical retweet data. Date filter: OMIT startDate by default. ONLY pass if user explicitly requests filtering from specific date (YYYY-MM-DD format). IMPORTANT!!!!!: THE CURRENT YEAR IS 2026. When user requests relative dates (last week, last month), verify the current date from your system context and double-check the calculated dates - models often get the year wrong, searching one year earlier than intended. Use to analyze post amplification patterns. NOT for quotes - use getTwitterPostQuotes. Optional fields parameter for performance: ["id", "authorUsername", "createdAt"]. This is a safe, read-only tool for analyzing searchable information.ConnectorOAuth
- Run ONE bounded read against a site's database. One statement, beginning with SELECT, SHOW, DESCRIBE or EXPLAIN, with no second statement and no data-modifying clause anywhere in it. The container proves the statement is a read before running it and caps the result: 200 rows by default, 1000 maximum, 2 MB of cell data. `truncated` in the response says whether a cap was reached. ⚠ THIS TOOL CANNOT CHANGE ANYTHING, AND RETRYING WITH DIFFERENT WORDING WILL NOT MAKE IT. Anything that is not a single bounded read is refused with READ_ONLY and nothing runs. To change data or schema, use the tool for the job: optimize_database, database_search_replace, manage_db_user, list_databases, list_tables — and for creating, altering, dropping, importing or exporting tables, the database manager in the control panel, which has no tool here. Requires: API key with write scope (unchanged — the scope is the customer's published permission for this operation, not a claim about what it does). Args: slug: Site identifier database: Database name query: One read statement Returns: {"columns": ["id", "user_email"], "rows": [[1, "a@example.com"], ...], "row_count": 1, "truncated": false, "execution_time_ms": 12.0} Errors: READ_ONLY: Not a single bounded read. The error text carries the explanation and names the operation to use instead.ConnectorNo auth
Matching MCP Servers
- FlicenseNot gradedqualityDmaintenanceA containerized FastAPI + MCP server that lets LLM agents inject structured entities and relationships into a Neo4j graph database with safe Cypher execution.-
- AlicenseAqualityDmaintenanceAn MCP server that enables LLMs to perform semantic and fulltext searches within Neo4j while executing complex, search-augmented Cypher queries for GraphRAG applications. It provides tools for database schema discovery and supports multi-provider embeddings to facilitate advanced graph traversals.53MIT
Matching MCP Connectors
About Bureau, the self-hosted office for AI agents: overview, FAQ search, roadmap, install.
A private graph database you query in plain English or Cypher. Hosted, nothing to install.
- Connectivity check that confirms the Nordic MCP server process is responding. Use this at the start of a session to verify the server is reachable before making other calls. Do not use as a proxy for database health — the server can respond while the Qdrant vector database is temporarily unavailable. To confirm data availability, call search_filings directly. Returns: A greeting string: "Hello {name}! Nordic MCP server is running."ConnectorNo auth
- Graph neighbours of an object: outgoing and incoming relations, each with its relation type. PAGED: 25 relations by default, 200 at most, and a response budget of about 64 KB per call — a page over budget comes back shorter WITH a next_cursor, never truncated. One cursor walks both directions, outgoing first; its absence means you have the last page. Use this after get_entity to widen an answer with adjacent objects. It walks one hop from an id you already have — use search when you have a question and no starting object.ConnectorNo auth
- Run a READ-ONLY SQL query against the project's Postgres database (SELECT, EXPLAIN, etc.) — the Floot-managed database, or an external Postgres the user connected to the project. Writes are rejected — use execute_sql for those. Returns JSON: `{rows, rowCount, command, truncated?}` (or `{results: [...]}` for multi-statement queries). Pass `database` only if the project has more than one.ConnectorOAuth
- CALL THIS FIRST, before working in a graph — it is the briefing. One composite read that answers what a cold agent actually needs: what this graph holds (classes and counts), what landed recently, where the graph contradicts itself, how much is waiting for a human's approval, and the newest session checkpoint — where the last session stopped. `memory` is the graph's slug from list_my_memories. `topic` additionally runs the hybrid search and inlines the hits, so "brief me, and specifically about pricing" is one call rather than two. `limit` bounds the recent list. Every fact it returns is approved, the team's record, except possibly `checkpoint`: your own last checkpoint may still be waiting for a person, and its `status` says so. `review_queue` counts what a person still has to decide in Review. `conflicts` are places the graph disagrees with itself — surface them, don't pick a side. `value_conflicts` are one object's property carrying more than one value, because two sources disagree (an IC memo's EBITDA against a QoE's): each lists the values you may read, with their sources, and `waiting_for_review` counts values still waiting for a person, which you cannot see. Name both sides and say a value is still waiting; never present one value as settled while its object has a value conflict. Reach for something else when you already know what you are looking for: semantic_search for a topic, get_object for one thing, list_objects for a population.ConnectorAPI key
- Replace a graph project's WHOLE schema (saves to database, does NOT deploy). DESTRUCTIVE: an entity, relationship or field the schema leaves out is deleted by the next deploy. ⚠️ Follow ALL rules from create_graph_project: • Must have "nodes" key with at least one entity • Each entity needs "description" and "schema" with field definitions • Each field is {"type": "...", "required": true/false} — required defaults to false • Relationships need "from", "to", and "cardinality" • Field types: string, integer, float, boolean, date, json • Relationship types should be UPPER_SNAKE_CASE • Entity names should be PascalCase WORKFLOW: 1. get_graph_schema to see the current schema (its 'version' pins the save) 2. preview_schema_change with the new schema: check 'diff' and 'plan' 3. update_graph_schema (pass expected_version to be refused if someone else saved meanwhile) 4. deploy_graph_staging, then get_job_statusConnectorDestructiveNo auth
- Return the workspace's knowledge graph: topics, links and clusters. Use it to draw or reason about the overall shape of the brain (which topics are hubs, how areas connect), not to read content: for page text use ``get_page``, for code dependencies use ``impact``. It takes no arguments and can be large. Returns ``{nodes, links, communities, stats}``, the graph the app's Map shows, with pages you cannot open left out, or ``{error}`` when no graph has been built for this workspace yet. It costs no AI tokens.ConnectorAPI key
- 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 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.ConnectorDestructiveAPI key
- Return the licence and attribution notices for the data sources behind an answer. Other tools list notice ids with their answers. Pass those ids here to get, for each notice, its title, what it applies to, the obligation it places on you (for example attribution wording or a share-alike condition) and the notice text. Long texts are cut and flagged text_truncated, with text_url pointing to the full text. When to call it: before you quote, republish or build on anything the graph returned, and then quote what the obligation requires. Unknown ids are reported in unknown rather than failing. What it is not for: it returns no security facts, and it is source licence information, not legal advice. It only reads and gives the same answer each time for a snapshot.ConnectorNo auth
- List the database connections you can use in this SaturnSQL company, with each one's id, name, engine, database and aiAccess, which says what you may do on it. Call this first: get_schema, execute_query and export_query_results need a connectionId from this list. On an approved_queries connection use list_queries and run_saved_query instead. Connections the team closed to AI are not listed. Read-only, takes no parameters.ConnectorAPI key
- Search the PUBLIC Awareness knowledge graph — 1,000+ sourced scientific papers. Use this when the user (especially a researcher or a research agent) asks for peer-reviewed findings: "latest evidence on X", "highly-cited papers about Y", "what does the literature say about Z". This is NOT a memory tool — it does not read the user's private memory, and it needs no per-user API key, so it works even when Awareness memory is not configured (the MCP connection itself still needs its own token). Coverage: condensed-matter, quantum-information, materials, machine-learning, renewable-energy, chemistry, biology, medicine, neuroscience, computer-science (2022-2026, cited >= 50), plus a business supply/demand domain. What comes back (anonymous preview mode): title, snippet (preview), confidence, source_ref (DOI), citation_count, domain/topic, and a detail page URL. Full content is NOT in the preview — tell the user it is paid retrieval via POST /api/v1/public/retrieve with an API key (see https://awareness.market/en/knowledge for the KaaS product). Args: query: Natural-language research question or keywords (2-1000 chars). domain: "science" (default) or "business". topic: Optional sub-topic slug, e.g. "medicine", "condensed-matter", "supply-chain". Empty = search all topics in the domain. top_k: Max results, 1-20 (default 5; anonymous callers are capped at 3). include_graph: When true, also return same-topic related items. Returns: {"results": [{id, title, snippet, confidence, source_ref, citation_count, domain, topic, url}], "related": [...], "total": int, "mode": str} `mode` is "preview" (anonymous) or "full" (authenticated).ConnectorNo auth
- Get the SSH key for a new connection to a database behind an SSH bastion (jump host), before fastero_create_connection; a database Fastero reaches directly needs none. Fastero makes one Ed25519 key per connection and keeps its private half. Returns sshKeyId, the public key (sshPublicKey) and, when host and port are given, authorizedKeysLine: the line for the SSH user's ~/.ssh/authorized_keys on the bastion, which lets the key reach only that database through the bastion and nothing else. fastero_create_connection then takes the sshKeyId in creds. The same key comes back until a connection uses it or a week has passed. Owners, admins and editors of the organisation can get one.ConnectorAPI key
- How big the Orizn visa database is: pairs, passports, destinations, enriched records, translations and languages. Says nothing about any specific country pair — use quick_visa_check or check_visa_requirement for that. Keyless, free, and costs nothing against any quota. Call it when the user asks how complete the data is, or to confirm this server is reachable before a longer session.ConnectorNo auth
- Run a strictly read-only query against a database connection you can use (your own or one shared with you), identified by its name. Accepts the native query language of the connection's engine: SQL/CQL for relational and Cassandra, a JSON query object for MongoDB, Elasticsearch/OpenSearch, and DynamoDB, Cypher for Neo4j, and a command string for Redis. The query runs inside a read-only transaction and any mutating statement is rejected — this tool never writes. To modify data, use postgres_execute on a connection you own that has 'Allow writes' enabled. Results are capped at 1000 rows.ConnectorOAuth
- Read-only, unless contactEmail is given (side effect: saves the email so Dreamlit can tell them when their database works). Works without signing in. Use before setting up Dreamlit when you're not sure the app's database fits: pass the database engine (and host if known) read from the repo. Returns verdict compatible, not_yet or unknown, with the reason and what would have to change. On not_yet, tell the user why; if they want to hear when it works, ask for their email and call again with contactEmail. Do not send connection strings or other secrets.ConnectorNo auth