Inflectiv MCP server

by inflectiv·io.github.inflectiv/inflectiv-mcp-server·v1.2.0

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

B74/100grade B

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B74/100

full report

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0 stars28 downloads/wk

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Inflectiv tools (33, 12 write)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

inflectiv_attach_dataset
Attach a dataset to an agent. Free. Mode can be "read_only" or "self_learning".
inflectiv_batch_searchwrite action
Run multiple semantic searches against a single dataset. Costs 1 credit per query.
inflectiv_batch_write_intelligencewrite action
Write multiple intelligence entries to a dataset. Costs 1 credit per new entry (duplicates are free). Max 50 entries.
inflectiv_chainaware_behaviour
ChainAware predictive behaviour profile / wallet segmentation for a wallet. Spends paid credits; same-day repeats are cached for free and unprovisioned lookups are not charged. Requires the chainaware_api feature.
inflectiv_chainaware_credit_score
ChainAware on-chain credit score for a wallet. Spends paid credits; same-day repeats are cached for free and unprovisioned lookups are not charged. Requires the chainaware_api feature.
inflectiv_chainaware_fraud
ChainAware predictive fraud / AML risk analysis for a wallet. Spends paid credits; repeat lookups within the same UTC day are cached for free and unprovisioned lookups are not charged. Requires the chainaware_api feature on your subscription tier.
inflectiv_chainaware_rug_pull
ChainAware predictive rug-pull risk analysis for a wallet. Spends paid credits; same-day repeats are cached for free and unprovisioned lookups are not charged. Requires the chainaware_api feature.
inflectiv_chainaware_token_rank
ChainAware ranked token list for a network (paged + sortable). Spends paid credits; same-day repeats with identical args are cached for free. Requires the chainaware_api feature.
inflectiv_chainaware_token_rank_single
ChainAware ranking for a single token by contract address. Spends paid credits; same-day repeats are cached for free. Requires the chainaware_api feature.
inflectiv_chat_with_agentwrite action
Send a message to an agent and get a RAG-enabled response. Costs 1 credit. Provide conversation_history as an array of {role, content} objects for multi-turn chat.
inflectiv_clone_dataset
Clone an accessible dataset into the user's account. Requires a global API key.
inflectiv_create_agentwrite action
Create a new AI agent. Per-dataset key auto-attaches to the key's dataset. Global key may pass dataset_ids (each must be accessible). Costs 5 credits.
inflectiv_create_datasetwrite action
Create a new dataset. Requires a global API key (inf_global_*). Cost: per credit_costs table.
inflectiv_cross_querywrite action
Run one query against multiple accessible datasets at once. Requires a global API key + advanced tier. Costs 1 credit per dataset queried.
inflectiv_get_agent
Get details of a specific agent. Free.
inflectiv_get_file
Get details of a specific file (knowledge source). Free.
inflectiv_list_agent_datasets
List all datasets attached to an agent. Free.
inflectiv_list_agents
List all agents owned by you that have the API key's dataset attached. Free.
inflectiv_list_datasets
List datasets accessible via this API key. Per-dataset key returns the bound dataset. Global key returns every dataset the user owns + active marketplace acquisitions. Free.
inflectiv_list_files
List files (knowledge sources) in a dataset. Free.
inflectiv_list_intelligence
List intelligence entries in a dataset. Free. Filter by agent_id, status, with pagination.
inflectiv_list_knowledge_sources
List ALL knowledge sources in a dataset (files, URLs, manual text, AI-generated, etc.). Free.
inflectiv_list_webhooks
List all registered webhooks. Free.
inflectiv_register_webhook
Register a webhook to receive event notifications. URL must use HTTPS. Valid events: …. Max 10 webhooks per user. Free.
inflectiv_reindex_dataset
Reindex dataset vectors. Useful after bulk changes. Costs 2 credits.
inflectiv_reprocess_file
Reprocess a previously uploaded file. Useful after processing failures. Costs 5 credits.
inflectiv_search_dataset
Semantic search across a dataset's knowledge base. Costs 1 credit.
inflectiv_test_webhookwrite action
Send a test event to a registered webhook to verify it's receiving payloads. Free.
inflectiv_update_agent_configwrite action
Update an agent's configuration (personality, instructions, model, temperature, etc.). Costs 2 credits.
inflectiv_update_datasetwrite action
Update dataset name, description, and/or instructions. Only the dataset owner can update. Free.
inflectiv_update_dataset_modewrite action
Update the mode of a dataset attached to an agent. Mode: "read_only" or "self_learning". Free.
inflectiv_upload_filewrite action
Upload a local file to a dataset as a knowledge source. Costs 5 credits base + 1/MB over 5MB. Supported formats: …
inflectiv_write_intelligencewrite action
Write a single intelligence entry to a dataset. Costs 1 credit (0 if duplicate). Content is embedded and becomes searchable.

Public scan report

scanner v0.1.10 · 2026-11-03 · same rubric, same numbers if you re-run it

no findings

Code scan4 source files scanned25/25
–Live reliabilityno gateway calls yet and no remote to proben/a
–Tool poisoningtools not inspected (local package is not executed); not countedn/a
Auth qualitystatic API keys via environment variables6/15
Maintenancelast push 143 days ago8/15
Maintainer identityregistry namespace matches repository owner; GitHub account older than a year9/10

Overall 74/100. Components that don't apply are left out of the denominator. Any critical finding is an F.Rubric Appeal a finding JSON

How Inflectiv compares

Against every graded Web search MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score: 74/100; higher than 43% of 3,470 Web search servers
Tools: 33; the typical Web search server has 5
Tools that change things: 36%; typical: 0%. Fewer write tools means less an agent can break
Downloads a week: 28; more than 14% of 827 Web search servers with a package

What its tools let an agent do: 21 read · 12 change

Install Inflectiv in Claude Code, Cursor or VS Code

Runs npx -y @inflectiv-ai/inflectiv-mcp on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add inflectiv-mcp-server -- npx -y @inflectiv-ai/inflectiv-mcp

Add to Cursor

What the publisher says

From the Inflectiv repository's README, as published. We do not edit it. Read it on GitHub

Inflectiv MCP Server

Connect any AI agent to the Inflectiv data platform via the Model Context Protocol. Build knowledge bases, create AI agents, run semantic search, upload files, and chat — from any MCP-compatible client.

Works with any AI agent — not limited to coding. Use it for research, customer support, content creation, data pipelines, and multi-agent workflows.

What It Does

Inflectiv turns raw data (documents, URLs, text, files) into structured, searchable knowledge that AI agents can query and build on. This MCP server gives your agent direct access to:

Search — Semantic / RAG search across your knowledge base
Agents — Create, configure, and chat with AI agents trained on your data
Datasets — Create, clone, update, reindex, and cross-query datasets
Knowledge — Write and manage intelligence entries (auto-embedded, deduplicated)
Files — Upload PDFs, CSVs, JSON, and 10+ other formats as knowledge sources
Webhooks — Subscribe to real-time events when data is processed
ChainAware — On-chain intelligence: wallet fraud/AML risk, rug-pull risk, credit scoring, behaviour profiling, and token rankings
Crypto payments (optional) — Pay per request with USDC on Base when credits run out, via the x402 protocol

33 tools and 3 documentation resources, listed below.

Quick Start

Get an API key from the Inflectiv dashboard → Datasets → select a dataset → Create Key.
Add the config below to your MCP client.
Ask your agent: "search my dataset for machine learning" or "list my agents".

Installation

Claude Desktop

Add to ~/Library/Application Support/Claude/claudedesktopconfig.json (macOS) or %APPDATA%\Claude\claudedesktopconfig.json (Windows):

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

Claude Code

claude mcp add inflectiv -e INFLECTIV_API_KEY=inf_your_key_here -- npx -y @inflectiv-ai/inflectiv-mcp

Or edit .mcp.json in your project root with the same mcpServers block as above.

Cursor / Windsurf / Other MCP Clients

Any MCP-compatible client works. Run npx -y @inflectiv-ai/inflectiv-mcp with the INFLECTIVAPIKEY environment variable set.

Configuration

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Inflectiv: common questions

Is Inflectiv MCP server safe?: Mostly: it is graded B (74/100). Read the Inflectiv safety report
How do I install Inflectiv?: It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Inflectiv need an API key?: Yes. The registry entry asks for INFLECTIV_API_KEY, INFLECTIV_WALLET_PRIVATE_KEY.
Is Inflectiv maintained?: The last commit was 144 days ago (2026-06-13). The latest release is v1.2.0.
What can I use instead of Inflectiv?: Servers from other publishers that do the same job: LetsFG — Flights & Hotels MCP server, Mapbox MCP server and searxNcrawl MCP server.
How does Inflectiv compare with other Web search MCP servers?: safety score 74/100 (higher than 43% of 3,470 Web search servers); tools 33 (the typical Web search server has 5); tools that change things 36% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to Inflectiv

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Run it through the gateway

Local package. It runs on your machine, not through the gateway.

Rating: —
Safety grade: B · 74/100
Stars: 0
Downloads/wk: 28
Price: Free
Licence: MIT
Transport: Local · npm
Version: 1.2.0
Category: Web search
Last release: 2026-06-13

Credentials it needs

INFLECTIV_API_KEYsecretAPI key scoped to a dataset (starts with `inf_`). Create one from any dataset page in the dashboard.
INFLECTIV_BASE_URLOverride API URL (for self-hosted or local dev)
INFLECTIV_WALLET_PRIVATE_KEYsecretEVM wallet private key for x402 crypto payments. When set and credits are 0, pays per-request with USDC on Base.

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