Emerging AI agents & MCP servers

Data as of 2026-07-19 · scores for week of 2026-07-20 · updated weekly

A project is emerging when it is young (first tracked within ~6 months), still small (under 5,000 stars), and already gaining 30+ stars a week. These are the projects building real momentum before most people have heard of them. Projects that merely continue a deprecated predecessor are excluded — that's continuation, not emergence.

MCP servers: 16Agent frameworks: 1AI agents: 16AI infrastructure: 3
#ProjectCategorySignalScoreΔ★ 7dTotal ★
1commonly agent-framework🌱 Emerging80+801,261
2io.github.artokun/comfyui-mcp mcp-server🌱 Emerging79+48406
3mcp-autopilot-jobhunt ai-agent🌱 Emerging78+41176
4Repowise mcp-server🌱 Emerging77+2713,761
5agent-apprenticeship ai-agent🌱 Emerging76+961,321
6happier ai-agent🌱 Emerging75+631,364
7OpenOSINT ai-agent🌱 Emerging71+801,041
8LvcidPsyche/auto-browser ai-agent🌱 Emerging71+33729
9dox ai-agent🌱 Emerging70+941,300
10ainovel-cli ai-agent🌱 Emerging70+1031,396
11Windows-Copilot-API ai-agent🌱 Emerging66+521,142
12OpenNews MCP mcp-server🌱 Emerging66+571,873
13io.github.butterbase-ai/mcp mcp-server🌱 Emerging64+1682,745
14Gortex mcp-server🌱 Emerging64+56888
15TypeUI ai-infrastructure🌱 Emerging64+841,575
16second-brain-cloudflare mcp-server🌱 Emerging63+72609
17TokenSave mcp-server🌱 Emerging62+49456
18Godot AI mcp-server🌱 Emerging61+1031,056
19kordoc mcp-server🌱 Emerging61+741,482
20io.github.giancarloerra/socraticode ai-infrastructure🌱 Emerging60+423,123
21pentest-ai mcp-server🌱 Emerging58+1141,377
22Heym ai-agent🌱 Emerging55+35757
23TradingView MCP Bridge mcp-server🌱 Emerging54+1724,470
24Flyto Core ai-agent🌱 Emerging53+37477
25NotFair-GoogleAds mcp-server🌱 Emerging52+613,154
26jau123/MeiGen-AI-Design-MCP mcp-server🌱 Emerging52+341,584
27Claude Code Explorer MCP ai-agent🌱 Emerging51+473,121
28CRW Web Scraper ai-agent🌱 Emerging49+49431
29korean-law-mcp mcp-server🌱 Emerging47+582,241
30NotFair mcp-server🌱 Emerging47+533,154
31passmark ai-agent🌱 Emerging47+471,218
32boss-agent-cli ai-agent🌱 Emerging46+351,399
33agentkey ai-agent🌱 Emerging46+99533
34nono ai-agent🌱 Emerging44+693,047
35chonkie ai-infrastructure🌱 Emerging33+764,512
36Excalidraw MCP App Server mcp-server🌱 Emerging22+474,956

Methodology

Age window
First release or tracking start within roughly the last 6 months.
Size ceiling
Under 5,000 stars — past that, a project is established, not emerging.
Momentum floor
At least 30 stars gained in the last 7 days, so dormant new repos don't qualify.
Succession filter
A project that officially succeeds a deprecated predecessor is excluded — its growth is migration, not discovery.
All signals are computed from daily snapshots of stars, forks, releases, and npm/PyPI downloads, aggregated weekly. Every number above is traceable to a snapshot date — nothing is editorial, and rankings cannot be bought. Full details on the methodology page.