In-depth architectural comparison of the TakoData Tako MCP and FileScopeMCP MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.
At a Glance & Executive Verdict
TakoData Tako MCP
Data Visualization · Remote HTTP/SSE
Quality: 53/100 (Good) | Auth: No auth required
FileScopeMCP
Data Visualization · Local stdio
Quality: 60/100 (Good) | Auth: No auth required
Verdict Summary: Choose TakoData Tako MCP if you need specialized Data Visualization tools running via a hosted cloud SSE transport. Choose FileScopeMCP if your workspace requires Data Visualization integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.
Which MCP Server Should You Choose?
Choose TakoData Tako MCP when:
You need dedicated capabilities in the Data Visualization domain.
You prefer remote streaming HTTP/SSE transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
Provide real-time data querying and visualization by integrating Tako with your agents. Generate o…
Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores, helping AI assistants understand the codebase.
Find the data.** Fast search over Tako's curated graph and the live web. Four parameters — `query`, `sources`, `country_code`, `locale` — and no defaults of its own, so an omitted field takes the API's. Cards carry headline values, node ids and chart links; `tako_contents` reads the rows. The top r…
tako_available_data
Find what structured data exists** on an entity or metric in one free call — the exact metric name to search on, an `id` for graph traversal, and a ready-to-run `next_call`. Ambiguous names come back as candidates with a `kind`; `metric` doubles as the substring browse filter; `limit` widens the ca…
tako_contents
Fetch what's behind result URLs (1-10 per call): a card's rows (billed per 1k rows) or a web page's text — pass `query` for only the matching passages. Requires a signed-in connection.
tako_graph_related
Explore a graph node: a map (each relation's key, total, first three names) or one paged relation — metrics, the entities a metric covers, competitors (`rel:competes_with`), memberships, sources. `q` is a substring filter. Free.
Ready-to-Paste Client Configurations
Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).
TakoData Tako MCP is categorized under Data Visualization and uses a remote streaming HTTP/SSE transport. In contrast, FileScopeMCP belongs to Data Visualization using local stdio subprocess. Select TakoData Tako MCP when you need capabilities focused on data visualization and FileScopeMCP when you require tools for data visualization.
The whole v3 search request body: per-source `count`, inline rows and `max_rows`, graph pins (`node_ids` + `strict`), web `include_domains` / `exclude_domains` / `category` / `snippet_max_chars` / `published_after` / `published_before`, `location`, `timezone`, `include_related`, and `effort: deep`.…
tako_agent
Tako's **Answer Agent**: multi-step research (~30–90s) across many retrievals, returning a synthesized answer plus chart cards.
tako_visualize
Author a Tako card from your own typed `components` (timeseries, bar, table, financial boxes…). It PUBLISHES: the card is public, permanent, and readable by anyone with the link. On by default on `/mcp/chatgpt`, the host that renders the widget inline.
FileScopeMCP Tools (17)
status
Broker connection, queue depth, LLM progress, watcher state
find_important_files
Top files by importance score with dependency counts
get_file_summary
Everything about a file: summary, concepts, change impact, exports, deps, staleness
list_files
Full file tree (no args) or flat top-N by importance (with `maxItems`)
find_symbol
Resolve a symbol name to file + line range; supports prefix match via trailing `*
find_callers
Find all symbols that call a named symbol (TS/JS call graph)
find_callees
Find all symbols that a named symbol calls (TS/JS call graph)
search
Search file metadata across symbols, summaries, purpose, and paths