Hermes Web Research (Exa MCP backstop for research engines) Agent Skill

Exa MCP backstops research engines with no web backend.

Context cost
2k tokensestimated from the bundle, loaded when it triggers
Bundle
2 files · 8.1 kBtext throughout, nothing executable
Licence
not declarednone named by its author
Last change
—v1.0.0
Servers it uses
Noneruns standalone

What it does

Exa MCP backstops research engines with no web backend.

What this skill changes about the agent has not been set out here as a list. Its SKILL.md, shown below, says it in the author’s own words.

mcpresearchscraping

The skill itself

A skill is instructions the model reads, so you can see what you are getting: below is the start of its SKILL.md. The front matter loads with every session, the body loads when the skill triggers, and the whole file comes with the install.

SKILL.md3.9 kB · preview
--- name: hermes-web-research metadata: argument_hint: last30days / get-info reports web unreachable category: research version: 1.0.0 ---
10# Hermes Web Research (Exa MCP backstop for research engines)
11
12## When to use
13A research or social-listening skill (for example last30days, get-info, grounded-citations) runs, but its engine reports that the **web / grounding source is unreachable or returned thin evidence** - e.g. engine footer says Web: 0 items (unreachable: Keyless web search unavailable) or grounding appears in the warnings block. The engine then relies on whatever API-keyed or keyless backend it has, which on Hermes is usually nothing for web.
14
15The host (Hermes) does NOT expose a built-in WebSearch tool the way Claude Code does, but it DOES expose **Exa MCP** as a deferred tool:
16- mcp__exa__web_search_exa - clean text results for a query (best for: "describe the ideal page, not keywords")
17- mcp__exa__web_fetch_exa - full markdown of a known URL
18
19Use these to perform the skill's **Step 2 web supplements** (and any pre-research the skill would otherwise do via WebSearch, such as resolving X handles / subreddits / GitHub users).
20
21## Workflow
221. Run the research skill as normal. When no WebSearch planner is available, pass --auto-resolve so the engine does its own pre-research (see pitfalls).
232. Read the engine output. If the web/grounding source failed, do NOT synthesize from the thin evidence alone - the cluster block will say "Nothing solid this window."
243. Run 2-3 mcp__exa__web_search_exa calls (5-8 results each) mirroring the skill's own Step 2 query suggestions for the query type (RECOMMENDATIONS / NEWS / PROMPTING / GENERAL). Phrase queries in natural language, not keyword soup.
254. Fold the web findings into the synthesis as the user-facing web context. The engine's emoji-tree footer 🌐 Web: line cannot enumerate these sources, so name the top publishers inline in the synthesis prose.
265. If the skill saves a raw markdown artifact, **append** a ## WebSearch Supplemental Results section listing each source as - **Publisher** (domain) - 1-2 sentence excerpt (see references/exa-supplement-pattern.md). This satisfies the skill's Step 2.5 contract and keeps the raw file traceable.
27
28## Pitfalls
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md581 words
Files2
Licencenot declared
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is — by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

≈50
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
1,975
on trigger
The instruction body and 1 supporting file, read only when the skill fires.
1.0%
of a 200k window
Ten skills this size would take about 10% of the window before you open a file.
050k100k150k200k context window

2k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Middling. Fine to keep on in a project where you use it weekly, worth unloading in one where you never do.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

The procedure it runs

The procedure has not been set out here step by step. It is in the body of its SKILL.md: the start of it is shown above, and the whole file comes with the install.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected — the model reads the file and changes how it works with what it can already reach.

Its SKILL.md does not declare which tools it asks the agent for, so what it touches is whatever the instructions themselves ask for — read them before you install it.

What it asks for
Writes filesnot declared
Network accessnot declared

This SKILL.md carries no allowed-tools line, so neither is declared. A skill grants no permissions of its own — it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

2 files, 8.1 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md3.9 kB
  • references/exa-supplement-pattern.md4.2 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 2 files you can review in full before installing.

Install

Installing copies the bundle into your project. Nothing runs at install time — the files sit on disk until the model reads them.

# Hermes Web Research (Exa MCP backstop for research engines) · 2k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/hermes-web-research-exa-mcp-backstop-for-research/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/hermes-web-research-exa-mcp-backstop-for-research" ] && { [ ! -e .claude/skills/hermes-web-research-exa-mcp-backstop-for-research ] || { mv .claude/skills/hermes-web-research-exa-mcp-backstop-for-research "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/hermes-web-research-exa-mcp-backstop-for-research" .claude/skills/ && echo "Installed .claude/skills/hermes-web-research-exa-mcp-backstop-for-research"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add rajivmehtaflex/hermes-web-research-exa-mcp-backstop-for-research

Windows PowerShell says 'running scripts is disabled on this system'? Run Set-ExecutionPolicy -Scope CurrentUser RemoteSigned once, or type npx.cmd instead of npx (codex.cmd, gemini.cmd, grok.cmd likewise). PowerShell 7 needs neither. Writes to .claude/skills/hermes-web-research-exa-mcp-backstop-for-research/ in the current project. For every project instead, run mkdir -p ~/.claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/hermes-web-research-exa-mcp-backstop-for-research/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/hermes-web-research-exa-mcp-backstop-for-research" ] && { [ ! -e ~/.claude/skills/hermes-web-research-exa-mcp-backstop-for-research ] || { mv ~/.claude/skills/hermes-web-research-exa-mcp-backstop-for-research "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/hermes-web-research-exa-mcp-backstop-for-research" ~/.claude/skills/ && echo "Installed ~/.claude/skills/hermes-web-research-exa-mcp-backstop-for-research" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/hermes-web-research-exa-mcp-backstop-for-research/ only after the download succeeds, so files left there by another skill of the same name, or by an older release, do not mix in. A copy already there is moved aside, not deleted, and the line prints where. It appears as hermes-web-research in Gemini CLI, Codex, Copilot and Grok (its own name); Claude Code lists it by the folder name, hermes-web-research-exa-mcp-backstop-for-research.

Which clients pick it up on their own

A skill is a folder of text. Most of these read a skills folder and pick it up without being told; the rest take the same folder another way — an upload in the app, a parameter on an API call — and then choose it by its description just the same.

Claude Code.claude/skills/
Claude DesktopCustomize › Skills
ChatGPTSkills › Create › Upload
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok Build.grok/skills/
Microsoft CopilotSkills › Upload a skill
PerplexityComputer › Skills › Upload a skill
DeepSeek Harness.dsh/skills/
Zed.agents/skills/
Devin Desktop.devin/skills/
Windsurf (legacy).windsurf/skills/
OpenAI Agents SDKInstructions or sandbox Skills
HTTP / APIa request parameter
This release
Version1.0.0
Publishedno release date on file
PriceFree
Referencerajivmehtaflex/hermes-web-research-exa-mcp-backstop-for-research

Versions

v1.0.0 is what is on the shelf; no release here carries a date. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

v1.0.0
  • No earlier releases have been published to the marketplace.
Pinning

The install command always fetches the release that is current the day you run it — v1.0.0 today — and cannot ask for an earlier one. The copy on your disk does not change until you run it again.

Reviews

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