# Inflectiv [Health: Active]

**Category:** 💻 Developer Tools  
**Repository:** https://github.com/inflectiv/inflectiv-mcp-server  
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**Directory Page:** https://allmcps.com/mcp/inflectiv

## Description
Search, build and manage Inflectiv datasets and AI agents, plus ChainAware on-chain intelligence.

## Tools
Capabilities this server exposes over MCP:

- **inflectiv_list_agents** — List all your agents
- **inflectiv_create_agent** — Create a new AI agent
- **inflectiv_get_agent** — Get agent details
- **inflectiv_update_agent_config** — Update agent settings (model, personality, temperature, etc.)
- **inflectiv_chat_with_agent** — Chat with RAG-enabled responses (multi-turn supported)
- **inflectiv_list_agent_datasets** — List datasets attached to an agent
- **inflectiv_attach_dataset** — Attach a dataset to an agent
- **inflectiv_update_dataset_mode** — Switch between `read_only` and `self_learning
- **inflectiv_list_datasets** — List accessible datasets
- **inflectiv_create_dataset** — Create a new dataset*(global key)*
- **inflectiv_clone_dataset** — Clone an accessible dataset into your account*(global key)*
- **inflectiv_update_dataset** — Update dataset name, description, and instructions
- **inflectiv_reindex_dataset** — Reindex vectors (run after bulk changes)
- **inflectiv_search_dataset** — Semantic search across a dataset
- **inflectiv_batch_search** — Run up to 20 searches in one call
- **inflectiv_cross_query** — One query across many datasets*(global key + advanced tier)*
- **inflectiv_list_knowledge_sources** — List all sources (files, URLs, text, AI-generated)
- **inflectiv_write_intelligence** — Write a knowledge entry (auto-embedded & deduplicated)
- **inflectiv_batch_write_intelligence** — Write up to 50 entries in one call
- **inflectiv_list_intelligence** — List entries with filtering & pagination
- **inflectiv_upload_file** — Upload a local file as a knowledge source
- **inflectiv_list_files** — List uploaded files
- **inflectiv_get_file** — Get file details & processing status
- **inflectiv_reprocess_file** — Retry a failed file upload
- **inflectiv_register_webhook** — Subscribe to events (HTTPS only)
- **inflectiv_list_webhooks** — List registered webhooks
- **inflectiv_test_webhook** — Send a test event to verify your endpoint
- **inflectiv_chainaware_fraud** — Predictive fraud / AML risk for a wallet
- **inflectiv_chainaware_rug_pull** — Predictive rug-pull risk for a wallet
- **inflectiv_chainaware_credit_score** — On-chain credit score for a wallet
- **inflectiv_chainaware_behaviour** — Predictive behaviour profile for a wallet
- **inflectiv_chainaware_token_rank** — Ranked token list for a network (paged, sortable)
- **inflectiv_chainaware_token_rank_single** — Ranking for a single token by contract address

## Claude Desktop Quick Installation
Install path detected from listing signals. Uses `npx` (confidence: high):

```json
"mcpServers": {
  "inflectiv": {
    "command": "npx",
    "args": ["-y","@inflectiv-ai/inflectiv-mcp"],
    "env": {
      "INFLECTIV_API_KEY": "",
      "INFLECTIV_WALLET_PRIVATE_KEY": ""
    }
  }
}
```

**Requires environment variables:** `INFLECTIV_API_KEY`, `INFLECTIV_WALLET_PRIVATE_KEY` — the values above are empty placeholders; fill in real credentials before running (see the repository for what each one is for).

## Documentation

## What the Inflectiv MCP server does

The Inflectiv MCP server exposes the Inflectiv data platform through the Model Context Protocol. It lets an AI client manage agents, datasets, knowledge entries, uploaded files, and webhooks without requiring a separate custom integration.

Agents can be created, inspected, configured, and used for multi-turn chat with RAG-enabled responses. Dataset operations include listing, creation, cloning, metadata updates, vector reindexing, semantic search, batch search, and queries spanning multiple datasets. Knowledge entries can be written individually or in batches, automatically embedded, deduplicated, listed, filtered, and paginated.

File ingestion supports PDF, DOCX, TXT, Markdown, HTML, XML, CSV, JSON, JSONL, TSV, XLSX, XLS, and Parquet files. ChainAware tools provide predictive wallet fraud and AML risk, rug-pull risk, and on-chain credit scores.

## How it works

The package runs as an MCP process using `npx -y @inflectiv-ai/inflectiv-mcp`. An MCP client starts the process and passes credentials through environment variables. Tool calls are then made against the Inflectiv platform using the configured API key.

A per-dataset key scopes dataset operations to one dataset, so dataset-scoped calls do not require a dataset ID. A global key can access the datasets owned by the account and active marketplace acquisitions. It also enables account-level operations such as creating or cloning datasets and using cross-dataset queries.

The Inflectiv MCP server includes free and paid operations. Searching, writing knowledge, creating agents, chatting, file uploads, reindexing, and ChainAware analysis are identified as paid capabilities in the tool list, while many listing and inspection operations are free.

## Setup and configuration

Obtain an API key from the Inflectiv dashboard by opening Datasets, selecting a dataset, and creating a key. Add the server to an MCP client with the `npx` command and set `INFLECTIV_API_KEY`. The key must use Inflectiv's `inf_` format.

Claude Desktop uses an `mcpServers` entry with `command` set to `npx`, the package name in `args`, and the API key in `env`. Claude Code can add the same process with `claude mcp add`. Cursor, Windsurf, and other MCP-compatible clients can run the package with the environment variable set.

`INFLECTIV_WALLET_PRIVATE_KEY` is optional. When configured, it supplies an EVM wallet for x402 payments in USDC on Base after available credits reach zero.

## Tools and capabilities

- Manage agents, their configuration, attached datasets, and RAG chat sessions.
- Create, clone, update, reindex, search, and cross-query datasets.
- Add knowledge entries singly or in batches of up to 50.
- Upload files, inspect processing status, list sources, and retry failed processing.
- Register HTTPS webhooks and test subscriptions for processing and dataset-mode events.
- Check ChainAware fraud, AML, rug-pull, and credit indicators for wallets.

## Limitations and notes

Cross-dataset queries, dataset creation, and dataset cloning require a global key; cross-query also requires the advanced tier. Webhook endpoints must use HTTPS. Reindexing is intended after bulk changes. Dataset modes can be switched between `read_only` and `self_learning`, and tool availability or cost depends on the operation and account credits.

_Full upstream README: https://allmcps.com/mcp/inflectiv/readme_