Research Signals alternatives

18 developer tools MCP servers from other publishers do the same job as Research Signals. The closest match comes first, then the best rated, with at most two per publisher.

You are comparing against Research Signals

No reviews yet

Research Signals listing

1
Gitcontribute
by morluto
A
Local-first GitHub contribution research workbench
No reviews yet
local · npm3148/wkFree
2
GitHub
by github
A
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
No reviews yet
gateway-ready33kFree
3
Gk CLI
by gitkraken.com
B
The GitKraken MCP Server for managing repos, PRs, issues across GitHub, GitLab, Bitbucket and more.
No reviews yet
local · npm46213k/wkFree
4
Repowise
by repowise.dev
B
Codebase intelligence for AI coding agents — graph, git history, docs, decisions, code health.
No reviews yet
local · pypi7.1kFree
5
uploads.sh
by uploads.sh
A
Host files from coding agents; stage on a branch and attach to GitHub PRs.
No reviews yet
gateway-ready19449/wkFree
6
Srclight
by srclight
A
Deep code indexing for AI agents. FTS5 + embeddings + call graphs + git intelligence. Fully local.
No reviews yet
local · pypi57599/wkFree
7
Agent Harnesses
by RyanAlberts
A
Agent-harness picks, decision guides, and setup templates; live GitHub/HN discovery.
No reviews yet
local · pypi906Free
8
Graphql Enhanced
by letoribo
A
GraphQL gateway for LLMs. Handles huge GitHub GraphQL & @neo4j/graphql schemas without crashing
No reviews yet
local · npm39.5k/wkFree
9
Grasp — Code Architecture & Dependency Analysis
by ashfordeOU
C
Codebase analysis: dependency graphs, security scanning, and refactor plans for GitHub and GitLab.
No reviews yet
local · npm2384/wkFree
10
theabbie
by theabbie
A
Live info about theabbie (Abhishek Chaudhary) from theabbie.github.io/about.json
No reviews yet
local · npm6429/wkFree
11
Agentic Task System (ATS)
by renezander030
A
MCP server giving AI agents persistent task memory across TickTick, Notion, GitHub, Linear & Beads
No reviews yet
local · npm14103/wkFree
12
OctoCounts MCP Server
by huanglizhuo
A
Analyze and compare public GitHub repo line counts (SLOC) via OctoCounts, from any MCP client.
No reviews yet
local · npm1237/wkFree
13
okffs
by neturely
A
MCP server connecting Claude Code to GitHub for an issue to branch to PR to close workflow.
No reviews yet
local · npm2523/wkFree
14
Noosphere
by JinNing6
B
Community of Consciousness MCP Server — upload and explore collective wisdom via GitHub.
No reviews yet
local · pypi1855/wkFree
15
Hotin
by abe238
B
What's hot in AI right now, ranked with receipts from GitHub, HN, npm and Hugging Face.
No reviews yet
local · pypi3782/wkFree
16
Sharedoc
by AugustusW
A
Share agent-generated Markdown as links — GitHub gists today, your own server tomorrow.
No reviews yet
local · npm1236/wkFree
17
ReviewGuard
by eclipsesource.com
A
Safety boundary for agent written GitHub PR reviews: pending and invisible, submitting is opt-in
No reviews yet
local · npm440/wkFree
18
Dep Diff
by DigiCatalyst-Systems
A
Translates a lockfile diff into a human-readable upgrade plan for npm, PyPI, and GitHub Actions.
No reviews yet
gateway-ready168/wkFree

Research Signals alternatives by what you need

Open source Research Signals alternatives (15)

Published under an open licence such as MIT or Apache-2.0.

Gitcontribute, GitHub, Repowise, uploads.sh, Srclight, Graphql Enhanced, theabbie, Agentic Task System (ATS) and 7 more below.

Hosted Research Signals alternatives (3)

Nothing to install: a remote endpoint you add by URL. Also callable through the mcp.market gateway.

GitHub, uploads.sh, Dep Diff.

Local Research Signals alternatives (15)

A package you install and run on your own machine, so your data stays on your computer.

Gitcontribute, Gk CLI, Repowise, Srclight, Agent Harnesses, Graphql Enhanced, Grasp — Code Architecture & Dependency Analysis, theabbie and 7 more below.

Safest Research Signals alternatives (13)

Graded A: passed every check the scanner runs on the latest release.

Gitcontribute, GitHub, uploads.sh, Srclight, Agent Harnesses, Graphql Enhanced, theabbie, Agentic Task System (ATS) and 5 more below.

Research Signals and its alternatives compared

Server	Grade	Rating	Licence	Runs	Stars
Research Signals(this one)	C65	No reviews yet	MIT	Local	–
Gitcontribute	A92	No reviews yet	MIT	Local	3
GitHub	A98	No reviews yet	MIT	Hosted	33k
Gk CLI	B78	No reviews yet	NOASSERTION	Local	462
Repowise	B82	No reviews yet	AGPL-3.0	Local	7.1k
uploads.sh	A92	No reviews yet	Apache-2.0	Hosted	19
Srclight	A91	No reviews yet	MIT	Local	57
Agent Harnesses	A92	No reviews yet	CC-BY-SA-4.0	Local	906
Graphql Enhanced	A92	No reviews yet	MIT	Local	3
Grasp — Code Architecture & Dependency Analysis	C55	No reviews yet	NOASSERTION	Local	23
theabbie	A92	No reviews yet	ISC	Local	64
Agentic Task System (ATS)	A92	No reviews yet	MIT	Local	14
OctoCounts MCP Server	A92	No reviews yet	MIT	Local	12
okffs	A85	No reviews yet	MIT	Local	2
Noosphere	B83	No reviews yet	Apache-2.0	Local	18
Hotin	B83	No reviews yet	Apache-2.0	Local	3
Sharedoc	A92	No reviews yet	MIT	Local	12
ReviewGuard	A85	No reviews yet	MIT	Local	4
Dep Diff	A92	No reviews yet	MIT	Hosted	1