What is the best MCP server or skill for knowledge management?

By tashan's measured score: Desktop Commander, Claude Mem, Mem0, Minutes, Deeplake Hivemind. the score combines upkeep and freshness, gated by real adoption — every input is public and re-derivable, and no ranking position can be purchased.

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 · Knowledge management

Knowledge management

Q: Who does knowledge management as part of their job?

This is a process step performed by Aerospace Engineers, Automotive Engineers, Bioengineers and Biomedical Engineers, Bioinformatics Technicians, Clinical Research Coordinators, Correspondence Clerks, Dispatchers, Except Police, Fire, and Ambulance, Education and Childcare Administrators, Preschool and Daycare and others, per the O*NET 30.3 occupational database.

'Second brain' / 'knowledge base' — captured context you can retrieve later. tashan measures 96 capabilities for this work and ranks them by tashan score — a transparent composite of upkeep, freshness and real adoption. How we measure ›

#	Capability	tashan	Evidence	Health
1	Desktop Commander server Files & Memory	81	9k ★	active
2	Claude Mem server Productivity	81	89k ★	active
3	Mem0 server Productivity	81	62k ★	active
4	Minutes server deep Productivity	75	1k ★	active
5	Deeplake Hivemind server thin Productivity	74	2k ★	active
6	Hivemind server solid Productivity	74	2k ★	active
7	Remember server deep Productivity	71	143 ★	active
8	Claude Self Reflect server solid Productivity	70	219 ★	active
9	Qoder Wiki server thin Design	70	700 ★	active
10	Claudian Installer server thin Productivity	70	700 ★	active
11	Slack server solid Communication	69	86 ★	active
12	Outline server solid Productivity	69	154 ★	active
13	Open Ontologies server solid Dev Tools & CI	69	212 ★	active
14	Episodic Memory server solid Productivity	68	452 ★	active
15	Miro server solid Design	66	142 ★	active
16	LLM Wiki Compiler server solid Dev Tools & CI	64	303 ★	active
17	Obsidian Visual Skills server deep Design	64	3k ★	active
18	Immich Photo Manager server solid Productivity	63	33 ★	active
19	Noosphere server deep Dev Tools & CI	61	18 ★	active
20	Origin server solid Other	59	47 ★	active
21	Mycelium server solid Search	59	54 ★	active
22	Private Journal server solid Productivity	59	416 ★	active
23	Loreconvo server solid Productivity	57	10 ★	active
24	Mem Forever server thin Productivity	57	21 ★	active
25	Box server solid Docs & Knowledge	56	5 ★	active
26	Kagura Memory server solid Productivity	56	8 ★	active
27	Enzyme server deep Productivity	55	51 ★	active
28	Ix Memory server deep Dev Tools & CI	55	7 ★	active
29	Kindex server deep Productivity	55	24 ★	active
30	Retrieve The Forgotten Memory server solid Productivity	55	20 ★	active
31	Total Recall server deep Productivity	55	11 ★	active
32	Unblocked Skills server thin Productivity	55	10 ★	active
33	Notion · makenotion server thin Docs & Knowledge	54	454 ★	stable
34	LLM Wiki Plugin server deep Productivity	54	76 ★	active
35	Oh My Obsidian server solid Productivity	54	27 ★	active
36	Private Journal · 2389-research server Productivity	54	9 ★	active
37	Scout server solid Productivity	54	7 ★	active
38	AI Coding Ok server solid Productivity	53	15 ★	active
39	Archcore server solid Productivity	53	50 ★	active
40	Loredocs server deep Productivity	53	4 ★	active
41	Mako AI server solid Dev Tools & CI	53	51 ★	active
42	Project With Reflect server solid Productivity	53	13 ★	active
43	Phd Deepread server Dev Tools & CI	52	56 ★	active
44	Longhand server deep Productivity	52	12 ★	active
45	Mind server Productivity	52	533 ★	stable
46	Artel server Productivity	51	7 ★	active
47	Harness Designing Plugin server Productivity	51	5 ★	active
48	Local RAG server Dev Tools & CI	51	28 ★	active
49	Hipocampus server Productivity	50	160 ★	active
50	Session Recall server Productivity	50	6 ★	active
51	Aria Knowledge server Productivity	49	16 ★	active
52	Bedrock server Productivity	49	86 ★	active
53	Knowledge Graph server Productivity	49	4 ★	active
54	Bleu server Dev Tools & CI	48	3 ★	active
55	Letter For Myself server Productivity	48	4 ★	active
56	Munin Memory server Productivity	48	3 ★	active
57	Recall · bledden server Productivity	48	22 ★	active
58	Harus Skills server Productivity	48	5 ★	active
59	Gnosis server Database	47	25 ★	active
60	Mindmap Markmap Viewer server Productivity	47	67 ★	active
61	Egnyte server Dev Tools & CI	46	2 ★	active
62	Graph Query server Dev Tools & CI	46	2 ★	active
63	Vault Pkm server Productivity	46	13 ★	active
64	Research · hec-ovi server Dev Tools & CI	46	11 ★	active
65	Dropbox server Files & Memory	45	2 ★	active
66	Learn server Search	45	2 ★	active
67	Membase server Productivity	45	3 ★	active
68	Memex Bookmarking 2nd Brain server Productivity	45	0 ★	active
69	Memex server Productivity	45	0 ★	active
70	Searching Apple Notes server Productivity	44	1 ★	active
71	Ultratech AI Memory server Productivity	44	0 ★	active
72	Asaki Memory server Productivity	44	0 ★	active
73	Logseq server Productivity	44	1 marketplaces	active
74	Agent Memory Galaxy server Productivity	44	1 ★	active
75	Claude Patterns server Security	43	1 ★	active
76	Galeharness CLI server Dev Tools & CI	42	1 marketplaces	—
77	Learned Behavior server Productivity	34	0 ★	active
78	Compound Workflows server Productivity	28	1 ★	active
79	Ios Development server Dev Tools & CI	24	1 ★	active
·	Knowledge Ops skill Dev Tools & CI	not scored yet	23k ★	active
·	Decide skill Productivity	not scored yet	23k ★	active
·	Context Engine · alirezarezvani skill Productivity	not scored yet	23k ★	active
·	Cs Onboard skill Productivity	not scored yet	23k ★	active
·	Decision Logger skill Productivity	not scored yet	23k ★	active
·	Remember · alirezarezvani skill Productivity	not scored yet	23k ★	active
·	Self Improving Agent skill Productivity	not scored yet	23k ★	active
·	Handoff skill Productivity	not scored yet	23k ★	active
·	LLM Wiki skill Productivity	not scored yet	23k ★	active
·	Skillopt Sleep skill Productivity	not scored yet	23k ★	active
·	Capture skill Productivity	not scored yet	23k ★	active
·	Atlassian Admin skill Productivity	not scored yet	23k ★	active
·	Atlassian Templates skill Productivity	not scored yet	23k ★	active
·	Confluence Expert skill Dev Tools & CI	not scored yet	23k ★	active
·	Notebooklm skill Search	not scored yet	23k ★	active
·	Googledocs Automation skill Productivity	not scored yet	70k ★	active
·	Googledrive Automation skill Productivity	not scored yet	70k ★	active

Who does this work

O*NET records this as a core process step for 39 occupations, including Aerospace Engineers, Automotive Engineers, Bioengineers and Biomedical Engineers, Bioinformatics Technicians, Clinical Research Coordinators, Correspondence Clerks, Dispatchers, Except Police, Fire, and Ambulance, Education and Childcare Administrators, Preschool and Daycare, Electrical and Electronic Engineering Technologists and Technicians, Electro-Mechanical and Mechatronics Technologists and Technicians and others.

Recorded there as: "Maintain operational records" / "Maintain operational records or records systems". We publish it under the name practitioners use.

Other work

Agent configuration Agent development Animation and generated imagery Application development Attribution Bookkeeping Browser automation Code review Content marketing Contract review Copy editing Copywriting Dashboards and reporting Data pipelines Data quality Database access Debugging Design critique Document production Exploratory data analysis Financial modelling Incident response Infrastructure and deployment Literature review Market analysis Messaging and email Model evaluation Observability PRDs and specs Process automation Product strategy Project management Prompt engineering Query optimisation 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 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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