What is the best MCP servers, plugins and skill for agent development?

By tashan's measured score: Agent Afk, Adcp Client, Inkbox, Statsclaw, Claude Relay. the score combines upkeep and freshness, gated by real adoption — every input is public and linked to its source.

Who does agent development as part of their job?

This is work our corpus shows people doing that O*NET does not yet have a process step for — agentic tooling post-dates its software survey.

How is the ranking calculated?

From public signal only: npm download volume and publish cadence, GitHub push/release recency, contributor count, registry status, and how often a capability appears in real public agent configs. Nobody can pay to change a score, rank, or listing.

The Index · Agent development

Agent development

Building the agent itself — tools, memory, orchestration, handoffs. tashan measures 502 capabilities for this work. Ranked on upkeep, freshness and real adoption, every input public. How we measure ›

#	Capability	tashan	Evidence	Health
1	Agent Afk primary npm deep	74	10k/wk	active
2	Adcp Client primary plugin deep	57	18 ★	active
3	Inkbox primary plugin deep	56	33 ★	active
4	Statsclaw primary plugin deep	53	87 ★	active
5	Claude Relay primary plugin deep	50	62 ★	active
6	Twining primary plugin deep	49	7 ★	active
7	Mistral primary plugin deep	46	14 ★	active
8	Artel primary plugin deep	45	7 ★	active
9	Praxis · xD4O primary plugin deep	44	27 ★	active
10	Use primary npm solid	83	25k/wk	active
11	Handler primary npm solid	82	708k/wk	active
12	Mem0 primary plugin solid	78	62k ★	active
13	Atomic Agents primary plugin solid	76	6k ★	active
14	Harness primary plugin solid	74	9k ★	active
15	Ts Core primary npm solid	74	13k/wk	active
16	Outputai primary plugin solid	70	426 ★	active
17	Prjct CLI primary npm solid	69	1k/wk	active
18	Create MCP Use App primary npm solid	68	132/wk	active
19	Agentforce Adlc primary plugin solid	67	93 ★	active
20	Motus primary plugin solid	66	482 ★	active
21	Keryx primary npm solid	66	1k/wk	active
22	Claude Code Hermit primary plugin solid	63	68 ★	active
23	Clawcode primary plugin solid	59	61 ★	active
24	Parser primary npm solid	59	2k/wk	active
25	Network AI primary plugin solid	58	70 ★	active
26	Gangsta primary plugin solid	57	67 ★	active
27	Equilateral Agents Open Core primary plugin solid	57	59 ★	active
28	Claude Session Driver primary plugin solid	57	101 ★	active
29	Forge · jdforsythe primary plugin solid	52	149 ★	active
30	Composio primary plugin solid	50	7 ★	active
31	LLM Gateway primary plugin solid	50	10 ★	active
32	Atelier Pipeline primary plugin solid	49	23 ★	active
33	Agent Social primary plugin solid	49	14 ★	active
34	Concordia Protocol primary plugin solid	46	3 ★	active
35	Jetty primary plugin solid	46	3 ★	active
36	Claudelance Worker primary plugin solid	46	4 ★	active
37	Mnemopay primary plugin solid	45	6 ★	active
38	Sema primary plugin solid	45	9 ★	active
39	Triflux primary plugin solid	45	7 ★	active
40	Guild primary plugin solid	44	6 ★	active
41	Sanctuary Framework primary plugin solid	44	6 ★	active
42	Tap · HUA-Labs primary plugin solid	44	23 ★	active
43	Fable Baton primary plugin solid	43	21 ★	active
44	Project With Reflect primary plugin solid	43	13 ★	active
45	Tycono primary plugin solid	42	49 ★	active
46	Superpipelines primary plugin solid	41	4 ★	active
47	Swarmwage primary plugin solid	40	3 ★	active
48	Wmux Orchestrator primary plugin solid	39	9 ★	active
49	Xmcp primary npm	77	15k/wk	active
50	PAPI: Persistent Adaptive Project Intelligence primary npm	68	1k/wk	active
51	Youdotcom Agent Skills primary plugin	63	50 ★	active
52	Cc10x Router Owned Harness primary plugin	62	158 ★	active
53	Openapi MCP Generator primary npm	61	9k/wk	active
54	AWS Agents primary plugin	48	3 marketplaces	—
55	Pydantic AI primary plugin	48	3 marketplaces	—
56	Agent Eval Harness · redhat-global-engineering primary plugin	48	5 ★	active
57	Agent SDK Dev primary plugin	46	2 marketplaces	—
58	Dev · anthropics primary plugin	46	2 marketplaces	—
59	Apps primary plugin ✓ Anthropic	45	3 marketplaces	active
60	Sym Mesh Channel primary plugin	43	1 ★	active
61	Fianu Skills primary plugin	43	1 ★	active
62	Building Multiagent Systems primary plugin	42	1 marketplaces	—
63	Karimo Harness Engineering Agent Orchestration primary plugin	42	267 ★	active
64	Sap Cloud SDK AI primary plugin	42	1 marketplaces	—
65	Formal Agent Contracts primary plugin	41	1 ★	active
66	Apps Plugin primary plugin ✓ Anthropic	40	1 marketplaces	active
67	Hydra Swarm primary plugin	40	2 ★	active
68	Cc Orchestrador Subagents primary plugin	39	0 ★	active
69	Waterfall primary plugin	39	2 ★	active
70	Roost primary plugin	39	1 ★	active
71	Acp Find primary plugin	38	1 ★	active
72	Skill Optimizer primary plugin	36	1 marketplaces	active
73	Agent Optimizer primary plugin	36	1 marketplaces	active
74	Hermes Qq primary plugin	36	1 marketplaces	active
·	Skill Creator primary skill ✓ Anthropic	not scored yet	7 repos	active
76	Agenticmail primary plugin thin	63	180 ★	active
77	AI Team OS primary plugin thin	59	326 ★	active
78	Nexus Agents · williamzujkowski primary plugin thin	53	16 ★	active
79	Gm Codex primary npm thin	36	16/wk	active
80	Takt supporting npm deep	72	4k/wk	active
81	KLYPIX Project Brain supporting npm deep	68	2k/wk	active
82	Plur supporting npm deep	68	1k/wk	active
83	Patchcord supporting npm deep	66	427/wk	active
84	Cybara supporting npm deep	64	450/wk	active
85	Enconvert supporting npm deep	58	212/wk	active
86	Roundtable supporting plugin deep	57	30 ★	active
87	Auxly CLI supporting npm deep	57	356/wk	active
88	Claw Orchestrator supporting npm deep	57	294/wk	active
89	Clize supporting npm deep	57	174/wk	active
90	Kaval supporting npm deep	56	343/wk	active
91	Oxtail supporting npm deep	55	222/wk	active
92	Agent Rack supporting npm deep	55	156/wk	active
93	Agent Crossbar supporting npm deep	52	216/wk	active
94	Ori Memory supporting npm deep	52	154/wk	active
95	Omniology supporting npm deep	49	83/wk	active
96	Whats Inherited supporting npm deep	48	89/wk	active
97	Audrey supporting npm deep	48	73/wk	active
98	Nitrograph supporting npm deep	47	70/wk	active
99	Ainative Zerodb supporting npm deep	43	30/wk	active
100	Apifable supporting npm deep	41	23/wk	active
101	e2a — email for AI agents supporting npm deep	39	70/wk	active
102	Eve supporting npm solid	84	702k/wk	active
103	Cline supporting npm solid	82	142k/wk	active
104	Postman supporting npm solid	81	13k/wk	active
105	Agnix supporting npm solid	73	9k/wk	active
106	Run402 supporting npm solid	72	4k/wk	active
107	Agent Nuvira supporting npm solid	71	5k/wk	active
108	AI Rulez supporting npm solid	70	5k/wk	active
109	Awb Agent Manager supporting npm solid	70	2k/wk	active
110	Runline supporting npm solid	70	2k/wk	active
111	Axm Sh supporting npm solid	70	1k/wk	active
112	Modelcontextprotocol supporting npm solid	68	358/wk	active
113	Depwire CLI supporting npm solid	67	2k/wk	active
114	Tribunal Kit supporting npm solid	65	1k/wk	active
115	Moflo supporting npm solid	65	922/wk	active
116	Agent402.Tools: pay-per-call web tools supporting npm solid	65	878/wk	active
117	Memspec supporting npm solid	64	2k/wk	active
118	Coldstart supporting npm solid	64	576/wk	active
119	Forgememo CLI supporting npm solid	63	1k/wk	active
120	Sdlc Agent 4 Enterprise supporting npm solid	62	946/wk	active
121	Flowviant supporting npm solid	62	665/wk	active
122	Aether Code supporting npm solid	60	713/wk	active
123	Node9 AI supporting npm solid	59	524/wk	active
124	Cursor Chat Bridge supporting npm solid	59	475/wk	active
125	Agent Comms supporting npm solid	59	458/wk	active
126	Observability supporting npm solid	59	414/wk	active
127	Entroly supporting npm solid	59	332/wk	active
128	Robrain supporting npm solid	58	395/wk	active
129	Rea Agents supporting npm solid	57	352/wk	active
130	Overmind supporting npm solid	57	324/wk	active
131	Openagentemail supporting npm solid	56	532/wk	active
132	Seatbelt supporting npm solid	56	450/wk	active
133	Sketch supporting npm solid	56	324/wk	active
134	Agentled supporting npm solid	56	298/wk	active
135	X402 Trust supporting npm solid	56	284/wk	active
136	Kcp Agent supporting npm solid	56	229/wk	active
137	Sciverse · opendatalab supporting npm solid	56	181/wk	active
138	Vibemap supporting npm solid	55	476/wk	active
139	Kodelyth Ecc supporting npm solid	55	307/wk	active
140	Cladding supporting npm solid	55	223/wk	active
141	Remote Agents supporting npm solid	54	327/wk	active
142	Aerin Agent supporting npm solid	54	226/wk	active
143	Janusmcp supporting npm solid	54	208/wk	active
144	Axis supporting npm solid	54	163/wk	active
145	Liquefy UI supporting npm solid	53	360/wk	active
146	Openvisio supporting npm solid	53	321/wk	active
147	Nexus Agents supporting npm solid	53	194/wk	active
148	Keymem supporting npm solid	53	151/wk	active
149	Arcox supporting npm solid	53	144/wk	active
150	Nodeflare supporting npm solid	52	193/wk	active
151	Kit · paybond supporting npm solid	52	103/wk	active
152	Whats Allowed supporting npm solid	51	348/wk	active
153	Awesome Copilot supporting npm solid	50	364/wk	active
154	Bluecolumn Memory supporting npm solid	50	244/wk	active
155	Vips supporting npm solid	50	181/wk	active
156	Toolfunnel supporting npm solid	50	167/wk	active
157	Tokei Agent supporting npm solid	50	111/wk	active
158	Nodedex supporting npm solid	50	108/wk	active
159	Roamzy supporting npm solid	50	97/wk	active
160	X402 Bazaar supporting npm solid	50	95/wk	active
161	SDK · mnemopay supporting npm solid	49	165/wk	active
162	Stylespeak supporting npm solid	49	144/wk	active
163	Looppause supporting npm solid	49	134/wk	active
164	Whats Loaded supporting npm solid	49	111/wk	active
165	Panguard supporting npm solid	49	80/wk	active
166	Pilot supporting npm solid	49	80/wk	active
167	Primate Intelligence supporting npm solid	48	96/wk	active
168	Web3agent supporting npm solid	48	73/wk	active
169	Selenium AI Agent supporting npm solid	47	78/wk	active
170	Agent Observability supporting npm solid	47	72/wk	active
171	Neurakeep supporting npm solid	46	101/wk	active
172	Projectmind supporting npm solid	46	92/wk	active
173	Madtaco supporting npm solid	46	88/wk	active
174	Whats Running supporting npm solid	46	62/wk	active
175	Engram · hbarefoot supporting npm solid	46	58/wk	active
176	Agentbbs supporting npm solid	45	192/wk	active
177	Agentmetal supporting npm solid	45	111/wk	active
178	Testa supporting npm solid	45	81/wk	active
179	Skilldb supporting npm solid	45	77/wk	active
180	Opencode · alejandro-technology supporting npm solid	45	62/wk	active
181	Suggest Skills supporting npm solid	45	35/wk	active
182	Agentloom supporting npm solid	44	732/wk	active
183	Artifyde supporting npm solid	44	94/wk	active
184	Kenwea — Sandbox Attestation & Agent Marketplace supporting npm solid	44	77/wk	active
185	Agent Knowledge supporting npm solid	43	271/wk	active
186	Zentric Protocol supporting npm solid	43	108/wk	active
187	Logic supporting npm solid	43	80/wk	active
188	AI Process Manager (AIPM) supporting npm solid	43	60/wk	active
189	Agent Relay · arelay supporting npm solid	43	19/wk	active
190	Printr supporting npm solid	42	83/wk	active
191	Dear Agent supporting npm solid	42	77/wk	active
192	Touchstone supporting npm solid	42	52/wk	active
193	Multicli supporting npm solid	42	31/wk	active
194	Voxplo supporting npm solid	41	71/wk	active
195	Kx402 supporting npm solid	41	40/wk	active
196	Eventsorg supporting npm solid	41	34/wk	active
197	Pop Pay supporting npm solid	40	129/wk	active
198	Stackmap supporting npm solid	40	26/wk	active
199	Feedhook supporting npm solid	37	31/wk	active
200	Hatchet supporting npm solid	36	50/wk	active
201	Baime supporting plugin solid	35	6 ★	active
202	Reputation supporting npm solid	35	57/wk	active
·	Sametree supporting npm solid deprecated	not scored yet	12/wk	abandoned
204	Bike4mind supporting npm	82	29k/wk	active
205	Pi Mnemopi supporting npm	79	94k/wk	active
206	Claude Flow supporting npm	77	38k/wk	active
207	Conversations supporting npm	77	36k/wk	active
208	Agents CLI supporting npm	77	7k/wk	active
209	Ecc supporting plugin	76	244k ★	active
210	Ruflo supporting npm	76	29k/wk	active
211	Oh My Claudecode supporting plugin	75	39k ★	active
212	Claude Flow · ruvnet supporting npm	75	17k/wk	active
213	Aiwg supporting npm	75	14k/wk	active
214	Ctx supporting plugin	74	1k ★	active
215	Metaharness supporting npm	74	39k/wk	active
216	Gcf supporting npm	73	21k/wk	active
217	Ctxlint supporting npm	72	8k/wk	active
218	Ecc Universal supporting npm	72	7k/wk	active
219	Agents SDK supporting npm	71	3k/wk	active
220	Jelou supporting npm	71	1k/wk	active
221	Document360 Writer supporting npm	70	4k/wk	active
222	Inference Gateway supporting npm	70	2k/wk	active
223	Monomindcli supporting npm	70	2k/wk	active
224	Simframe supporting npm	70	2k/wk	active
225	Locadex supporting npm	70	431/wk	active
226	Chorus supporting plugin	69	1k ★	active
227	Commhub supporting npm	69	2k/wk	active
228	Agentx supporting npm	69	2k/wk	active
229	Agent supporting npm	69	1k/wk	active
230	Nikou CLI supporting npm	69	1k/wk	active
231	Vitest Agent supporting npm	69	1k/wk	active
232	Borgmcp supporting npm	69	1k/wk	active
233	Kobo supporting npm	69	1k/wk	active
234	Agent Network supporting npm	69	1k/wk	active
235	Har supporting npm	69	1k/wk	active
236	Lattice supporting npm	69	1k/wk	active
237	Wasmagent supporting npm	69	354/wk	active
238	AI Doc Gen supporting plugin	68	752 ★	active
239	Romdevtools supporting npm	68	2k/wk	active
240	Citable supporting npm	68	2k/wk	active
241	Graphflow supporting npm	68	2k/wk	active
242	Retasc supporting npm	68	1k/wk	active
243	Pigeonpost supporting npm	68	1k/wk	active
244	Agent · 1mcp supporting npm	68	1k/wk	active
245	T2000 supporting npm	68	1k/wk	active
246	Wrongstack supporting npm	68	980/wk	active
247	Agent Memory supporting npm	67	1k/wk	active
248	Ateam AI supporting npm	67	1k/wk	active
249	Cody CLI supporting npm	67	1k/wk	active
250	Nyx5 supporting npm	67	1k/wk	active
251	Receiz supporting npm	67	1k/wk	active
252	Wiki Manager supporting npm	67	1k/wk	active
253	Karajan Code supporting npm	67	863/wk	active
254	Memento supporting npm	67	859/wk	active
255	Audit supporting npm	67	827/wk	active
256	Doraval supporting npm	67	647/wk	active
257	Celina supporting npm	65	764/wk	active
258	Slashvibe supporting npm	65	510/wk	active
259	Proagentstore supporting npm	65	345/wk	active
260	Wazap supporting npm	64	1k/wk	active
261	Tapp supporting npm	64	639/wk	active
262	Chainmemory supporting npm	64	365/wk	active
263	Komnet supporting npm	64	347/wk	active
264	Exe OS supporting npm	63	389/wk	active
265	Duduclaw supporting npm	63	309/wk	active
266	Flurryport supporting npm	63	264/wk	active
267	Nexusmem supporting npm	63	256/wk	active
268	Reelier supporting npm	62	830/wk	active
269	Didwork supporting npm	62	563/wk	active
270	Remembrance AI supporting npm	62	409/wk	active
271	Omitly supporting npm	61	453/wk	active
272	Apx supporting npm	61	421/wk	active
273	Ory supporting npm	61	44/wk	active
274	Cotal AI supporting npm	60	647/wk	active
275	Agenthub Multiagent supporting npm ✓ Anthropic	60	411/wk	active
276	Xmemo supporting npm	60	406/wk	active
277	Decaframe supporting npm	60	378/wk	active
278	Moxxy supporting npm	60	328/wk	active
279	Veto supporting npm	60	296/wk	active
280	Agent · carbonstopper supporting npm	60	243/wk	active
281	Epsilon supporting npm	59	518/wk	active
282	Hosaka supporting npm	59	421/wk	active
283	Nexus Coder supporting npm	59	408/wk	active
284	X402 Micro Tollgate supporting npm	59	380/wk	active
285	Iris Eval supporting npm	59	346/wk	active
286	Hermes Action Bridge supporting npm	59	326/wk	active
287	Raytio supporting npm	59	282/wk	active
288	Solmachina X402 supporting npm	59	259/wk	active
289	Thing supporting npm	59	152/wk	active
290	Doppel supporting npm	58	625/wk	active
291	Aeron Wallet supporting npm	58	433/wk	active
292	Cogdepot supporting npm	58	384/wk	active
293	Bizar supporting npm	58	366/wk	active
294	Deppon CLI supporting npm	58	318/wk	active
295	Skillscript Runtime supporting npm	58	304/wk	active
296	Buttons supporting npm	58	267/wk	active
297	Wyrm supporting npm	58	252/wk	active
298	Skillsmith · @skillsmith supporting npm	58	249/wk	active
299	Unclaimed Sol supporting npm	58	247/wk	active
300	Holt supporting npm	58	208/wk	active
301	Kira supporting npm	57	462/wk	active
302	Paretostudio supporting npm	57	332/wk	active
303	Verifiable Agent Audit Trail supporting npm	57	293/wk	active
304	Agentnet supporting npm	57	246/wk	active
305	Toolfactory supporting npm	57	243/wk	active
306	Hiai Opencode supporting npm	57	237/wk	active
307	Agentcivics supporting npm	57	229/wk	active
308	Sanction supporting npm	57	209/wk	active
309	Iapeer supporting npm	57	147/wk	active
310	Everything Claude Code supporting plugin	56	2k ★	stable
311	Claude Code Sdlc supporting plugin	56	51 ★	active
312	Lauther supporting npm	56	321/wk	active
313	Agentpack CLI supporting npm	56	216/wk	active
314	Agents Party supporting npm	56	168/wk	active
315	Peekview supporting npm	56	85/wk	active
316	Poodle supporting npm	56	65/wk	active
317	Claude Forge supporting plugin	55	802 ★	active
318	Vibo Memory supporting npm	55	466/wk	active
319	Rafads supporting npm	55	329/wk	active
320	A2ald supporting npm	55	236/wk	active
321	Sompi supporting npm	55	225/wk	active
322	Avodado supporting npm	55	212/wk	active
323	Apteva supporting npm	55	204/wk	active
324	Logisheets supporting npm	55	204/wk	active
325	Bigapi supporting npm	55	204/wk	active
326	Browser Agent supporting npm	55	186/wk	active
327	Apt MCP Agent Setup supporting npm	55	139/wk	active
328	Ust Protocol supporting npm	55	126/wk	active
329	Sticky supporting npm	55	104/wk	active
330	Logi Approval supporting npm	54	437/wk	active
331	Effectfence supporting npm	54	410/wk	active
332	Notify supporting npm	54	292/wk	active
333	Arena supporting npm	54	271/wk	active
334	Confession supporting npm	54	138/wk	active
335	SDK · paysponge supporting npm	54	131/wk	active
336	Hyacinth AI supporting npm	54	108/wk	active
337	Merekit supporting npm	54	81/wk	active
338	Zuvo supporting plugin	53	6 ★	active
339	Agentsync supporting npm	53	2k/wk	active
340	Hythe supporting npm	53	395/wk	active
341	Moodle MCP Server Aql supporting npm	53	333/wk	active
342	Kestrel Markets supporting npm	53	227/wk	active
343	three.ws Marketplace supporting npm	53	224/wk	active
344	Shift supporting npm	53	212/wk	active
345	Wiff supporting npm	53	206/wk	active
346	Brutalist supporting npm	53	196/wk	active
347	Cockroach Crawler supporting npm	53	188/wk	active
348	Wellknown supporting npm	53	163/wk	active
349	Mentedb supporting npm	53	130/wk	active
350	Vaemail supporting npm	53	129/wk	active
351	Quilt supporting npm	53	119/wk	active
352	Nexus MCP Agent supporting npm	53	106/wk	active
353	Lite supporting npm	53	91/wk	active
354	Weselltours supporting npm	52	264/wk	active
355	Databazaar supporting npm	52	240/wk	active
356	Subscriber supporting npm	52	218/wk	active
357	Ancoder Skill CLI supporting npm	52	205/wk	active
358	three.ws Provenance supporting npm	52	204/wk	active
359	Orcpin supporting npm	52	197/wk	active
360	Trawlia supporting npm	52	172/wk	active
361	Swarmdo supporting npm	52	141/wk	active
362	Backtest Kit supporting npm	52	123/wk	active
363	Calllint supporting npm	52	65/wk	active
364	Doc77 supporting npm	52	60/wk	active
365	Agenticmemory supporting npm	52	38/wk	active
366	Oh My Claudecode · mazenyassergithub supporting plugin	51	6 ★	active
367	Planning With Teams supporting plugin	51	26 ★	active
368	Verbative Memory supporting npm	51	318/wk	active
369	Agentschat supporting npm	51	160/wk	active
370	Pulsefeed X402 supporting npm	51	134/wk	active
371	Pendpost supporting npm	51	106/wk	active
372	Google MCP Suite supporting npm	51	100/wk	active
373	Swarmdo · @swarmdo supporting npm	51	100/wk	active
374	Engagelab Email supporting npm	51	87/wk	active
375	Agent Services supporting npm	51	63/wk	active
376	Claude Skills Library supporting npm	50	2k/wk	active
377	Lazaretto supporting npm	50	191/wk	active
378	8004swap supporting npm	50	118/wk	active
379	Fullstackgtm supporting npm	50	99/wk	active
380	Contextrelay supporting npm	50	77/wk	active
381	Indiebob supporting npm	50	55/wk	active
382	Wormhole X402 supporting npm	50	30/wk	active
383	Extension supporting plugin	49	1 ★	active
384	Helloaigent Publisher supporting npm	49	169/wk	active
385	Hover Dev supporting npm	49	89/wk	active
386	Pdffr supporting npm	49	70/wk	active
387	Connskill Growth supporting npm	49	63/wk	active
388	Marketbasketanalysis supporting npm	49	49/wk	active
389	Zihin supporting npm	49	30/wk	active
390	Runcycles supporting npm	48	90/wk	active
391	Secapi supporting npm	48	90/wk	active
392	Agent Passport supporting npm	48	77/wk	active
393	L10n.dev - AI Localization Agent supporting npm	48	70/wk	active
394	Factory AI supporting npm	48	57/wk	active
395	Keyring supporting npm	48	49/wk	active
396	K8S supporting npm	48	28/wk	active
397	Flywheel supporting plugin	47	20 ★	active
398	Jorgex Stack supporting npm	47	53/wk	active
399	Attestify OS supporting npm	47	37/wk	active
400	Ace Swarm supporting npm	47	21/wk	active
401	Sefi Core supporting plugin	46	1 ★	active
402	Memory · arjunkumargiri supporting npm	46	124/wk	active
403	Agentdrop supporting npm	46	112/wk	active
404	Noggin supporting npm	46	60/wk	active
405	Skills · barkermoney supporting npm	46	52/wk	active
406	Delegate Team supporting npm	46	46/wk	active
407	Tokz supporting npm	46	36/wk	active
408	Atlas · latellu supporting npm	46	24/wk	active
409	Claude Eng Pack supporting plugin	45	1 marketplaces	active
410	Coti SDK Private Messaging supporting npm	45	109/wk	active
411	Docker · supernova123 supporting npm	45	91/wk	active
412	Selenium · gaforov supporting npm	45	86/wk	active
413	Dominus CLI supporting npm	45	37/wk	active
414	Computer Use supporting npm	45	32/wk	active
415	Aio supporting npm	45	21/wk	active
416	Calllint · calllint-mcp supporting npm	44	91/wk	active
417	Erabi supporting npm	44	90/wk	active
418	Particlr supporting npm	44	75/wk	active
419	Smails supporting npm	44	73/wk	active
420	Lotor supporting npm	44	63/wk	active
421	Clawdcursor supporting npm	44	62/wk	active
422	Sealed supporting npm	44	24/wk	active
423	Artifacty supporting npm	44	20/wk	active
424	Pigeonhole supporting plugin	43	4 ★	active
425	Opencode GitLab Dap supporting npm	43	117/wk	active
426	Slack Wxo MCP Gateway supporting npm	43	49/wk	active
427	The Poliety supporting npm	43	25/wk	active
428	Sprotostudio supporting npm	42	1k/wk	active
429	Agent Guardrails supporting npm	42	164/wk	active
430	Maestro supporting npm	42	137/wk	active
431	Proletariat supporting npm	42	124/wk	active
432	Project supporting npm	42	107/wk	active
433	Skopiklabs supporting npm	42	63/wk	active
434	Boardstate supporting npm	42	23/wk	active
435	Visual UI Debug Agent supporting npm	42	17/wk	active
436	Clan supporting npm	42	14/wk	active
437	Inam supporting npm	42	13/wk	active
438	Raveneye supporting npm	42	12/wk	active
439	Innov MCP Tasks supporting npm	42	9/wk	active
440	Ainbox supporting plugin	41	1 marketplaces	active
441	Agent Poll supporting plugin	41	1 marketplaces	active
442	Elections supporting plugin	41	1 marketplaces	active
443	Iranti supporting npm	41	175/wk	active
444	Memory SQLite supporting npm	41	90/wk	active
445	Orchex supporting npm	41	82/wk	active
446	Agent Perms supporting npm	41	75/wk	active
447	Flutter Toolkit supporting plugin	40	0 ★	active
448	Conducted supporting npm	40	65/wk	active
449	Alpacacloud supporting npm	40	54/wk	active
450	Klanex supporting npm	40	46/wk	active
451	Noraai supporting npm	40	30/wk	active
452	Lingpie supporting npm	40	10/wk	active
453	Leteo supporting npm	40	6/wk	active
454	Polyforge supporting plugin	39	0 ★	active
455	Typescape AI supporting npm	39	60/wk	active
456	Browse supporting npm	39	37/wk	active
457	Memlink supporting npm	39	22/wk	active
458	Beckon supporting npm	39	17/wk	active
459	Axorum supporting npm	39	10/wk	active
460	Capsulate supporting npm	39	4/wk	active
461	Ecc · reevesc88 supporting plugin	38	0 ★	active
462	Alaya supporting npm	38	162/wk	active
463	Ledgenter supporting npm	38	32/wk	active
464	Toolmetry supporting npm	38	19/wk	active
465	Agent · byliner supporting npm	38	15/wk	active
466	Shipwithai Starter supporting plugin	37	1 marketplaces	active
467	Shipwithai Design Toolkit supporting plugin	37	1 marketplaces	active
468	Shode House supporting plugin	37	0 ★	active
469	Clarvia supporting npm	37	92/wk	active
470	Ecc · edp43273-glitch supporting plugin	36	0 ★	active
471	Ecc · burgebj supporting plugin	36	0 ★	active
472	Aviation supporting npm	36	22/wk	active
473	Agent Ready · ahmedshaikh supporting npm	36	5/wk	active
474	Cartographer supporting npm	35	50/wk	active
475	Claude Code · leo000001 supporting npm	35	45/wk	active
476	Eslint TypeScript supporting npm	35	8/wk	active
477	Skills · tessng supporting npm	35	2/wk	active
478	Dev · derogab supporting plugin	34	1 marketplaces	active
·	Aarmos supporting npm deprecated	not scored yet	20/wk	abandoned
·	PDF Reader · sylphx supporting npm deprecated	not scored yet	2k/wk	abandoned
·	Rn Vectalon supporting npm deprecated	not scored yet	53/wk	abandoned
·	Vew supporting npm deprecated	not scored yet	157/wk	abandoned
·	Agent Trust · garl-protocol supporting npm	not scored yet	131/wk	abandoned
·	Engram · tomcat65 supporting npm deprecated	not scored yet	65/wk	abandoned
·	Nexus Memory supporting npm deprecated	not scored yet	61/wk	abandoned
·	Oceanalt Aml supporting npm	not scored yet	68/wk	abandoned
487	Homespun supporting npm thin	68	831/wk	active
488	Radmail supporting npm thin	63	273/wk	active
489	Dollhousemcp supporting npm thin	59	411/wk	active
490	Sexai supporting npm thin	55	255/wk	active
491	Agent Firewall supporting npm thin	53	363/wk	active
492	Payment Guard supporting npm thin	53	361/wk	active
493	Context Firewall supporting npm thin	53	359/wk	active
494	Imhcode supporting npm thin	52	215/wk	active
495	Plzebo supporting npm thin	51	326/wk	active
496	Email Guard supporting npm thin	51	132/wk	active
497	Lossless Context supporting npm thin	51	73/wk	active
498	Package Guard supporting npm thin	49	86/wk	active
499	Blixtworks supporting npm thin	47	104/wk	active
500	Tollbooth X402 supporting npm thin	45	72/wk	active
501	Umtri supporting npm thin	44	42/wk	active
502	Pagewatch supporting npm thin	40	35/wk	active

Who does this work

O*NET has no process step for this yet — its software occupations were surveyed before agentic tooling existed. We list it because the corpus plainly shows people doing it, and we say so rather than forcing it onto an unrelated step.

Recently changed in Agent development

631 changes recorded here in the last 45 days, newest and most serious first.

2026-08-05 Vibemap — vibemap-mcp now reaches network
2026-08-05 Nexus Memory — nexus-memory-mcp was marked deprecated on npm
2026-08-10 Keryx — keryx now reaches database
2026-08-10 Auxly CLI — auxly-cli now runs a script when it installs

This page cannot know what you run. tashan doctor reads your own config and names which of these you have — Pro adds the history behind each, and what to move to.

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Other work

Agent configuration Animation and generated imagery Application development Attribution Audio production Audit Bookkeeping Browser automation CAD modelling Career development Code review Content marketing Contract review Copy editing Copywriting Customer support Dashboards and reporting Data pipelines Data quality Database access Debugging Design critique Document production Exploratory data analysis Financial modelling Hardware design Incident response Infrastructure and deployment Knowledge management Literature review Logistics and fulfilment ML engineering Market analysis Messaging and email Model evaluation Observability PRDs and specs Performance optimisation Process automation Product strategy Project management Prompt engineering Query optimisation Recruiting and hiring Regulatory compliance Retrieval systems Risk assessment SEO Sales pipeline Scientific research Security review Software architecture Statistical modelling Technical documentation Test automation Training material User research Version control Video editing Visual design Web development Web research Web scraping

Occupational data from the O*NET 30.3 Database by the U.S. Department of Labor, Employment and Training Administration, used under CC BY 4.0. tashan consolidated its process steps into the terms practitioners use; O*NET does not endorse this site.

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tashan Pro$6/mo

631 changes across Agent development in the last 45 days. A new advisory, an install script appearing, a maintainer leaving. All listed free above. Pro keeps the series behind each row, so a number today comes with a direction.

The whole series behind any row, back to the first day we measured it
The replacement, named — not just the news that something died
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