3GPP MCP Server V3.0.0 - Direct access to TSpec-LLM dataset (arxiv.org/abs/2406.01768) and 3GPP specifications via external APIs
Free
Nothing to run from here
Simplr Ai Dev is installed from its publisher's own source and answers where it runs, so this marketplace is not in the path of a single call. There is no address here to send one to, and a panel that pretended otherwise would be showing you an answer we made up. Install it and call it from your own client — the Installation tab has the entry for each one.
Open Installation—
p95 latency
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call success
local
runs on your machine
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calls last 7d
What it does
Simplr Dev MCP - help AI coding agents integrate every Simplr feature (guides, snippets, live verification)
Quickstart
# 1 — run it from where its publisher ships it
npx -y @simplr-ai/dev-mcp
# 2 — ask your agent something
> Simplr Dev MCP - help AI coding agents integrate every Simplr feature (guides, snippets, live verification)
Simplr Ai Dev is free: there is no plan to choose, no cap to set and nothing that can bill you.
Publishernot claimed
SIAll 1 server
@simplr-ai1 server
1 category
Collected from a public index. Nobody has claimed this account, so nothing here was written by its author — claim it if it is yours.
Installation
Where are you running it?
Every route below installs the same thing and ends at the same approval screen. This one runs on your machine: your client starts Simplr Ai Dev as a process under your own user, with your files and your network, so the tool surface below is what it can do to your computer rather than to a server somewhere else. It is scanned, signed and pinned to the version you choose — read the surface before you approve it.
Claude Codedeclared by this listing
This is a public server: you run it yourself and this marketplace is not in the path. Claude Code registers it in one command.
claude mcp add simplr-ai-dev-mcp -- npx -y @simplr-ai/dev-mcpReconnect, or start a new session, and the tools appear in the model’s tool list.
Free to install, and it runs from its publisher’s own package: no account, no key, no card.
What it writes
One config entry your client uses to start the process locally. A local server runs with your file system and your network, which is why it is priced without metering.
What you approve
This listing has not published its tool surface here yet, so what a client will ask you to approve is whatever the manifest declares at install time.
Tool surface
What the model actually sees. Descriptions are diffed on every release — see version history.
No tool surface on file
The catalogue records 0 tools on this listing, and the manifest behind them has not been imported into the marketplace yet. Nothing is shown here rather than another listing’s tools, which is what this page used to do.
Freeyour plan
$0 forever
- Every tool, no call limit
- No card, no account needed
- Source published under a licence you can read
- Runs on your machine — nothing of it reaches our gateway
- Nothing to cap, because nothing bills
What counts against your monthly calls
| Tool | Unit | Calls used | Out of the allowance |
|---|
Nothing here is billable. Simplr Ai Dev costs nothing to install and nothing to call, at any volume.
Call allowance · this installenforced at the gateway
Monthly allowance, in calls
—
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Alert at 80% · then the tool returns a normal MCP error
Used this month: $8.42
$16.58 left
ATrust score 95 / 100
Release 1.4.4 · scanned 25 Aug 2026
Two independent axes, because powerful and malicious are different questions. The grade is threat only. The capability level is blast radius, and it is never a penalty on the grade — it is priced as one subtract-only term in the score, where you can see it.
Threat score100
Client score95
Findings4 threat · 0 capability
Capabilitymoderate
Coveragesource
Verificationnone
Surface digest6a51a069b6c1bc7704d41ead63eb8e9bf4ffd03b14d2d7e2c0f59179a5f5763f
Score vectorthreat 100 → client 95
| Term | Level | What it prices | Points |
|---|---|---|---|
| capability-exposure | moderate | capability blast radius (moderate) — client exposure if the model is manipulated | −3 |
| verification-discount | none | publisher verification (unlinked) — no provenance/repo link, but the shipped source was fully read | −2 |
| coverage-honesty | source | inspection depth (source) — how much of the target the scan could see | −0 |
score = clamp(round(threatScore − E_cap − E_ver − E_cov), 0, 100). No model, no opinion, no network call at scoring time: the same methodology version against the same bytes always produces this number, and every line above is a field of the report rather than a summary of it.
What the scan could actually read
A grade is only as meaningful as its coverage, so the scanner publishes its own depth before it publishes its result.
Tool surfaceread
Implementation sourceread
Package metadataread
Live transportnot available
Tools were statically extracted from the published source (50 recovered), not enumerated from a running server. Tool-poisoning, Unicode-smuggling, capability and toxic-flow analysis ran on this inferred surface, but a mis-parsed registration could be missed or mis-attributed, so tool-derived findings are capped below “confirmed”. To grade the real runtime surface, scan the running server: --command "npx -y <package>".
Capability — what it could do if the model were manipulated
Tags derived from each tool’s schema and the implementation, not from what the tool calls itself. moderate is the level these add up to.
| Tool | Capability tags | Why the tag was assigned |
|---|---|---|
| get_automation_setup_plan | no tags | |
| configure_environment_mapping | no tags | |
| inspect_automation_setup | no tags | |
| connect_incident_ai_provider | no tags | |
| connect_mongodb_investigation | no tags | |
| connect_google_cloud_logging | no tags | |
| get_agent_coding_standards | no tags | |
| submit_review_fix_learning | no tags | |
| report_agent_standard_outcome | no tags | |
| test_incident_connection | no tags | |
| investigate_self_healing_incident | no tags | |
| get_incident_escalation_context | no tags | |
| apply_automation_setup | no tags | |
| run_automation_template | no tags | |
| send_automation_test_event | no tags | |
| list_features | no tags | |
| get_integration_guide | no tags | |
| get_code_snippet | no tags | |
| get_api_reference | no tags | |
| get_quickstart | no tags | |
| search_docs | no tags | |
| code_review_setup_guide | no tags | |
| inspect_github_automation | no tags | |
| load_code_review_standard | no tags | |
| request_ai_code_review | no tags | |
| configure_github_automation_policy | no tags | |
| request_github_operation | no tags | |
| execute_github_operation | no tags | |
| create_test_verification | no tags | |
| start_test_verification | no tags | |
| lease_test_credential | no tags | |
| attach_test_evidence | no tags | |
| complete_test_verification | no tags | |
| validate_api_key | no tags | |
| run_check | no tags | |
| list_flags | untrusted-input | |
| create_feature_flag | no tags | |
| create_webhook | external-sink | |
| list_feedback | no tags | |
| get_feedback | no tags | |
| claim_feedback | no tags | |
| update_feedback | no tags | |
| comment_feedback | no tags | |
| release_feedback | no tags | |
| assess_performance_and_experience | no tags | |
| list_self_healing_incidents | no tags | |
| get_self_healing_incident | no tags | |
| claim_self_healing_incident | no tags | |
| evaluate_self_healing_action | no tags | |
| update_self_healing_incident | no tags |
Toxic-flow graph
The lethal trifecta, checked as a graph rather than as a checklist: untrusted input, a sensitive source and an external sink have to meet before there is a path worth worrying about.
Untrusted input can drive an external action even though no sensitive source is exposed.
Supply chain and provenance
Integrityfirst-seen
Surface digest6a51a069b6c1bc77
Scanned2026-08-25
This is the first scan of this surface here, so there is nothing yet to compare it against.
Every result on this tab comes from one deterministic pass over the published package — offline, rule by rule, and auditable line by line above. Same methodology version, same bytes, same score.
Release history
Pinned to 1.4.4 — the install command below asks for that release. A pin is part of an install, so it is kept for this visit and written down when you install.
1.4.4
undated
installedNo release note was published with this version.
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no reviews yet
Reviews are earned
Only accounts with at least 50 real tool calls against this server in the last 90 days can post. Ratings are weighted by how much the reviewer actually uses it, and publishers can reply once per review.
Reviews are earned
Writing one takes an account with at least 50 real tool calls against Simplr Ai Dev in the last 90 days. That is the whole gate — there is no other way to post, which is why the counts beside each review are worth reading.
No reviews yet
Nobody has reviewed this listing. The rating on the card is the mean of the reviews written here and nothing else, so there is no rating until somebody writes the first — which takes an account with 50 real tool calls against it.