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Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.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)
Shared memory for your AI tools: top-5 recall 98.9% on answerable LongMemEval-S questions. Premium.
These three are never merged into one score: opinions, measurements and popularity are different things.
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Works in Claude on the web, desktop and mobile:
https://tephra.obsidian-metrics.com/mcpRun this in your terminal
claude mcp add --transport http tephra https://tephra.obsidian-metrics.com/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"tephra": {
"url": "https://tephra.obsidian-metrics.com/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": {
"tephra": {
"type": "http",
"url": "https://tephra.obsidian-metrics.com/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://tephra.obsidian-metrics.com/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
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The server asks you to sign in before it lists its tools.
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 8, 2026
The registry name was verified with the GitHub account andylang598, which owns the repo
We have not read this repo from GitHub yet
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Responded in 171 ms (HTTP 401)
Declares OAuth sign-in, so your AI app can take you to log in
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Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 3 of 3 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 (1.0.2) reached the registry 12 days 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.
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Documentation and config examples for Tephra, a hosted remote MCP server: one memory your AI tools share, tied to your account. Tools you connect recall from it and add to it. Besides documentation and configuration examples, it holds a small optional stdio bridge (bin/, test/, package.json, MIT) for AI apps that only speak stdio. Tephra itself is a paid hosted service by Obsidian Metrics.
https://tephra.obsidian-metrics.com/mcptpk_...). Sign-in support varies by client, so check the connect guide for yours.tephra_recall: ranked recall over your memory plus the shared library. query up to 4000 characters; limit 1-50 (default 10); optional keywords (up to 20 exact terms for the keyword arm), mode (semantic, keyword or hybrid) and reader_order: "chronological" (same rows oldest-first, each dated).tephra_search: plain semantic search over the same memory, without recall's ranking extras. query up to 4000 characters; limit 1-100 (default 10).tephra_remember: save one memory to your own account, never to the shared library. text up to 8000 characters; optional region (leave it out and Tephra files it), up to 10 tags, importance 1-5 (default 3). Tephra adds a via-ai-key tag and reports when the memory was already stored. block with the same guidance Tephra's REST API returns: a recall-then-save directive, a warning (flagged blocked) when a save was made without a recent recall, a completeness note, the summary sheet and the "you may be missing" list. The summary sheet, the missing list and alerts index stored records and are fenced and labelled as data, not instructions. The server's initialize instructions ask the AI to call tephra_recall before answering questions that may depend on saved context and tephra_remember to save durable facts; the AI still decides when to call the tools.Most AI apps connect to Tephra directly with the server URL above. For an app that only speaks stdio, this repository ships a bridge (bin/tephra-mcp.mjs, MIT) that starts mcp-remote (pinned to 0.15.2, published 2026-10-20 with GitHub provenance) pointed at https://tephra.obsidian-metrics.com/mcp:
npx -y github:andylang598/tephra-mcp#v1.0.0
Only this github: form is official; the names tephra-mcp and tephra-mcp-bridge are not registered on npm. Use the tag, not the default branch: npm ignores this repository's lockfile for git installs, so mcp-remote is exact but its own dependencies resolve within their version ranges when you install (the committed package-lock.json applies to npm ci from a clone). npx -y github:andylang598/tephra-mcp#v1.0.0 --print-config shows the one URL the bridge would use without connecting.
~/.mcp-auth on your machine (owner-only file mode); delete that folder to sign out.https://tephra.obsidian-metrics.com/mcp, and refuses any other host, scheme, port or path, and any argument except --print-config. The child process inherits your environment, so proxy and certificate settings you have set apply to it.npm test from a clone (offline). Node 20.18.1 or newer.tephra_remember; Tephra does not auto-capture chats and has no Gmail/Slack/Drive connectors.LongMemEval-S, all 500 questions, top-10 retrieval, gpt-4o-2024-08-06 judge, one run: 85.2% with a gpt-4o reader; 95.2% with a Claude Opus 5.5 reader (run via Claude Code sub-agents); same retrieval. Retrieval had at least one needed session in the top 10 for 467 of 470, and all needed sessions for 435. Not a ranking.