Item detail
github.com

docsagent/docsagent

docsagent/docsagent is an MCP server in RepoRadar's Developer Tools section, holding Gold tier and a 'try now' verdict. Its strongest signal is workflow potential, scored 10.0 out of 10.

Score8.6
Popularity71.0
Riskconditional
TierGold
Score breakdown
Usefulness9.0
Novelty8.0
Momentum7.0
Maturity8.2
Open-source/build8.4
Evidence8.0
Workflow potential10.0
Setup ease6.4

Popularity is tracked separately. Support, ads, sponsorships, and tips never affect these signals.

Why it matters

Useful for people who want agents to work against real local documents instead of copying files into chat or standing up a heavier enterprise knowledge stack first.

Where this stands now

docsagent/docsagent ranks #9 of 1270 tracked Developer Tools items by composite score (8.6 against a section median of 4.9). The section currently carries 1032 Bronze, 134 Silver, 103 Gold, 1 Low Signal. RepoRadar has retained observations for this record since 2026-06-26 (99 days in the current window). Signal extremes versus the section: momentum at the 93th percentile; novelty at the 95th percentile.

Who should use it

Developers and operators who want agents to search local document collections Researchers and analysts working with large private PDF or Office corpora Teams that need a local-first MCP server instead of a hosted knowledge base Builders studying document-aware agent workflows with minimal setup

Who should skip it

Pass on docsagent/docsagent if its scope or audience does not match what your team is building right now.

About this signal

docsagent/docsagent is tracked by RepoRadar as an MCP server in the Developer Tools section. First seen 2026-06-26; the source record was last checked on 2026-06-26. The current verdict is 'try now' with a Gold tier and moderate setup difficulty. Across RepoRadar's eight signals, docsagent/docsagent is strongest on workflow potential (10.0) and practical usefulness (9.0) and weakest on setup ease (6.4) — a profile worth weighing against your own priorities. This page summarizes the public evidence on the linked source page and states where additional review is still needed.

How this item is evaluated

The docsagent/docsagent record combines a 8.6/10 composite score with separate popularity (71.0), risk (conditional), and setup (moderate) signals. See the scoring methodology for the current weights and evidence definitions.

Questions worth asking before you adopt this

Putting this into practice? Read How to vet an AI agent or MCP server before you wire it in for the checklist behind this score.

Risk explanation

It indexes and exposes local document contents to agents, so start with a tightly scoped folder before pointing it at sensitive archives; Apache-2.0 is declared in package metadata but the repo root currently lacks a LICENSE file, so license-sensitive teams should verify the published package before broader rollout; Parsing quality still depends on the source files, so test search and retrieval on representative PDFs and Office docs before trusting automated answers.

Evidence links
Closest alternatives / related signals
mcp documents local-first pdf knowledge-base cli apache-2.0
Verification record

What RepoRadar actually verified

Discovered

Automated discovery and source capture. Last checked 2026-10-03T17:13:14.190776Z.

No editorial or hands-on review is claimed. This record remains at Discovered.

Verification sources

Longitudinal intelligence

How this decision record is moving

Raw history JSON →

78 dated snapshots retained from 2026-06-26 through 2026-10-03; see the snapshot index for explicit coverage gaps. Stars, version, release, pricing, integration, risk, maintenance, verdict, score, and momentum fields remain explicit even when a source has not reported them. Repository momentum is a normalized 0–10 RepoRadar signal; GitHub stars appear only where the popularity monitor retained exact timestamped observations.

RepoRadar score8.6 current · +0.0 net
Repository momentum9.0 current · +2.0 net
GitHub stars (observed)625 current · -54 net
GitHub stars625 exact observation
VersionNot reported by source
Last releaseNot reported by source
MaintenanceActive
Current riskConditional
Current verdictTry now
Pricing baselineNo structured commercial pricing baseline
Pricing checkedNot applicable or not recorded
Pricing freshnessNo dated commercial pricing review
Integrations baselineClaude, Claude Code, Model Context Protocol

Recent dated points

DateScoreMomentumStarsRiskVerdictMaintenance
2026-10-038.69.0625ConditionalTry nowActive
2026-10-028.69.0625ConditionalTry nowActive
2026-10-018.69.0625ConditionalTry nowActive
2026-09-308.69.0624ConditionalTry nowActive
2026-09-298.69.0624ConditionalTry nowActive
2026-09-288.69.3623ConditionalTry nowActive
2026-09-278.69.3620ConditionalTry nowActive
2026-09-268.69.0614ConditionalTry nowActive
2026-09-258.69.0614ConditionalTry nowActive
2026-09-248.68.5614ConditionalTry nowActive
2026-09-238.69.0616ConditionalTry nowActive
2026-09-228.69.0616ConditionalTry nowActive

Why the record changed

Stars change

Stars changed: 624 → 625.

Stars change

Stars changed: 623 → 624.

Stars change

Stars changed: 620 → 623.

Stars change

Stars changed: 614 → 620.

Stars change

Stars changed: 616 → 614.

Integration change

Integration changed: Model Context Protocol → Claude, Claude Code, Model Context Protocol.

Maintenance change

Maintenance changed: slowing → Active.

Stars change

Stars changed: 615 → 616.

Stars change

Stars changed: 616 → 615.

Stars change

Stars changed: 615 → 614.

Maintenance change

Maintenance changed: maintained → slowing.

Stars change

Stars changed: 638 → 615.