Context7
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Description from the maker (original English)
B2B GTM stack intelligence: search ~400 tools, compare vendors, find overlaps, audit SaaS spend.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
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Works in Claude on the web, desktop and mobile:
https://stackswap.ai/api/mcpRun this in your terminal
claude mcp add --transport http stackswap https://stackswap.ai/api/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"stackswap": {
"url": "https://stackswap.ai/api/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"stackswap": {
"type": "http",
"url": "https://stackswap.ai/api/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://stackswap.ai/api/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
We have not read this server’s tool list yet; we check endpoints in rotation.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026
The registry name was verified with the GitHub account StonesofCreation, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.1.0) reached the registry 5 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Context7, Codebase Memory, Exa
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
A hosted Model Context Protocol server that gives AI clients access to StackSwap's B2B SaaS GTM stack intelligence — tool catalog, vendor fact sheets, overlap detection, AI-native swap suggestions, stack audits, n-way comparisons, category landscapes, buyer questions, renewal-negotiation playbooks, and a full-text operator knowledge base.
Live endpoint: https://stackswap.ai/api/mcp Docs: stackswap.ai/mcp Status: Free, no API key, stateless. 17 tools — 16 read-only + 1 write (submit_correction, queued for human review).
This repo contains public documentation, JSON schemas, and an example client for the hosted MCP server. The server itself is closed-source — it runs as part of stackswap.ai and wraps the same scan engine and tool catalog that powers the web product.
claude mcp add --transport http stackswap https://stackswap.ai/api/mcp
For user-scope (available in every session, not just one project):
claude mcp add --transport http --scope user stackswap https://stackswap.ai/api/mcp
Add to ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows):
{
"mcpServers": { "stackswap": { "url": "https://stackswap.ai/api/mcp", "transport": "http" } } }
Restart Claude Desktop. A tools indicator appears in the chat compose box.
Add a new HTTP MCP server with URL https://stackswap.ai/api/mcp. No authentication.
Seventeen tools across eight domains. Schemas are in schemas/tools.json (extracted directly from the live tools/list response).
| Tool | What it does |
|---|---|
search_tools | Fuzzy-search ~400 GTM tools by name. Returns each match with monthly cost and a StackSwap partner sign-up link when applicable. |
get_tool_details | Full StackSwap profile for a single tool: cost (catalog + per-seat with confidence), AI-readiness score, category, common overlaps, swap-registry status. |
get_vendor_fact_sheet | Full vendor fact sheet (GTM Decision Schema v1.0.0): pricing tiers with gotchas, integration depth scores, AI capabilities + customer-data-for-training disclosure. |
| Tool | What it does |
|---|---|
find_overlaps | Given a stack, return the redundant pairs StackSwap has hand-verified (104-pair overlap registry) with consolidation savings. |
suggest_swaps | Per-tool AI-native replacement recommendations (Outreach → Smartlead, ZoomInfo → Apollo) with annual savings and reasoning. |
scan_stack | Preview StackScan: tools + team size + industry in, current spend / optimized spend / monthly-annual recoverable / headless gaps out. |
recommend_partner | Given a need ("outbound", "CRM", "automation"), return StackSwap's recommended partner(s) with positioning. |
recommend_stack | Reference starter stack for an industry vertical with per-tool cost, total spend, AI-readiness and headless-readiness scores. |
| Tool | What it does |
|---|---|
compare_tools | Head-to-head: cost delta, AI-readiness, headless-readiness (MCP/API callability), overlap status, and a recommended pick with reasoning. |
compare_tools_n_way | 2–6 tools side-by-side in one markdown matrix — cost, AI-readiness, headless-readiness, overlaps within the set, StackSwap pick. |
| Tool | What it does |
|---|---|
search_content | Full-text search across ~50 first-party operator articles on stack architecture, AI-native swaps, RevOps, and decision frameworks. |
get_kb_article | Fetch a knowledge-base article's full body as markdown, with canonical URL, category, and last-modified date. |
| Tool | What it does |
|---|---|
get_category_landscape | Full map of one GTM category — leaders, runner-ups, skip/replace candidates — with cost, AI-readiness, swap-registry status per tool. |
| Tool | What it does |
|---|---|
detect_stack_from_text | Infer a GTM stack from freeform text (careers page, job posting, site HTML, RFP, DevTools network tab). Ranked matches with confidence levels. |
| Tool | What it does |
|---|---|
get_buyer_questions | 10–20 questions to ask a vendor before signing, with "why it matters" and red-flag answers. Vendor-specific gotchas when you pass a vendor. |
get_renewal_strategy | Renewal-negotiation playbook per vendor: leverage points, price-anchor alternatives, calibrated discount ask, walkaway script, timing window. |
| Tool | What it does |
|---|---|
submit_correction | Submit a catalog correction (pricing, features, gotchas, scores). Queued for admin review — never propagates to user-facing surfaces unreviewed. |
Once installed, ask any of the following in your AI client and it will route to the right tool:
| Operator question | Tool that fires |
|---|---|
| "Find me a cold-email tool" | recommend_partner |
| "What does Smartlead cost?" | get_tool_details |
| "Smartlead vs Apollo for outbound?" | compare_tools |
| "Compare Smartlead, Instantly, Apollo, and Lemlist" | compare_tools_n_way |
| "Map the whole sales-engagement category" | get_category_landscape |
| "What should I ask Apollo before signing?" | get_buyer_questions |
| "My Salesforce renewal is in 60 days — what's my leverage?" | get_renewal_strategy |
| "What stack does this company run?" (paste a careers page) | detect_stack_from_text |
| "What overlaps if I'm on HubSpot + Salesforce + Outreach?" | find_overlaps |
| "Audit my stack: HubSpot, Salesforce, Outreach, ZoomInfo, Gong" | scan_stack |
| "Find StackSwap's article on data ethics in outbound" | search_content |
Tool descriptions are model-readable, so you don't need to know the tool names — the model picks based on the question.
A minimal TypeScript example that connects, lists tools, and runs find_overlaps is in examples/client.ts.
npx tsx examples/client.ts
The protocol is plain JSON-RPC 2.0 over HTTP — any language with a JSON parser and an HTTP client can call it.
| JSON-RPC URL | POST https://stackswap.ai/api/mcp |
| Server descriptor | GET https://stackswap.ai/api/mcp (returns name, version, tool list) |
| Protocol versions | 2025-06-18, 2025-03-26, 2024-11-05 |
| Transport | Streamable HTTP, stateless |
| Auth | None |
| Rate limit | None (reasonable use) |
| CORS | * |
StackSwap's MCP server runs inside the existing stackswap.ai Next.js application as a single route handler. Hosting it ourselves means:
claude mcp add line, no npm/pip dependencyThe trade-off: it requires an internet connection, and we (StackSwap) see request volume and tool-call patterns. We don't store conversation data or user identifiers — the endpoint is stateless.
Open an issue if you want a tool added, a behavior changed, or you've hit a bug. The MCP surface is shaped by what operators actually ask about.
Contact: nick@stackswap.ai
MIT — see LICENSE.
This license covers the public documentation, JSON schemas, and example clients in this repository. It does not cover the closed-source server implementation that runs at stackswap.ai/api/mcp.