What is the best ai & agents MCP server?

By tashan's measured score, the highest-ranked are Docuseal, Hipocampus, Mistral, Qmt Skills, Session Recall. the score combines upkeep and freshness, gated by real adoption — every input is public and linked to its source.

How many ai & agents MCP servers are there?

tashan currently measures 120 capabilities in this category out of its full tracked corpus. The count moves as servers are published and as adoption changes.

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 the server appears in real public agent configs. Nobody can pay to change a score, rank, or listing.

The Index · AI & Agents

AI & Agents MCP servers, plugins & skills, ranked

Reasoning, agents, model & LLM orchestration. tashan measures 120 capabilities here and ranks them by tashan score — a transparent composite of upkeep, freshness and real adoption. How we measure ›

#	Capability	tashan	Evidence	Health
1	Docuseal plugin AI & Agents	49	7 ★	active
2	Hipocampus plugin AI & Agents	49	160 ★	active
3	Mistral plugin AI & Agents	49	14 ★	active
4	Qmt Skills plugin AI & Agents	49	151 ★	active
5	Session Recall plugin AI & Agents	49	6 ★	active
6	Fable Baton plugin AI & Agents	49	21 ★	active
7	Gemini Image npm AI & Agents	49	134/wk	active
8	SDK · contextvm npm AI & Agents	49	97/wk	active
9	Memory · arjunkumargiri npm AI & Agents	49	74/wk	active
10	Humanforai npm AI & Agents	49	70/wk	active
11	Munin Memory plugin AI & Agents	48	3 ★	active
12	Knowledge Graph plugin AI & Agents	48	4 ★	active
13	Alephant npm AI & Agents	48	91/wk	active
14	Ainative Zerodb npm AI & Agents	48	30/wk	active
15	Zilliz plugin AI & Agents	47	3 ★	active
16	Live Translate npm AI & Agents	47	109/wk	active
17	Touchstone npm AI & Agents	47	52/wk	active
18	Traecnclaw npm AI & Agents	47	41/wk	active
19	Agenthelm npm AI & Agents	47	31/wk	active
20	Job Hunt Skills plugin AI & Agents	46	3 ★	active
21	Opengate npm AI & Agents	46	44/wk	active
22	Flatland npm AI & Agents	46	27/wk	active
23	Routara LLM Gateway npm AI & Agents	45	62/wk	active
24	5dive npm AI & Agents	45	53/wk	active
25	Logic npm AI & Agents	45	52/wk	active
26	Taskboard npm AI & Agents	45	34/wk	active
27	Planymind npm AI & Agents	45	23/wk	active
28	Andie plugin AI & Agents	44	4 ★	active
29	Jprofiler plugin AI & Agents	44	2 ★	active
30	Luciq plugin AI & Agents	44	0 ★	active
31	Nova Thesis plugin AI & Agents	44	12 ★	active
32	Compress plugin AI & Agents	44	1 marketplaces	active
33	Hydra Swarm plugin AI & Agents	44	2 ★	active
34	Asaki Memory plugin AI & Agents	44	0 ★	active
35	Agon Protocol npm AI & Agents	44	157/wk	active
36	Context Mem npm AI & Agents	44	95/wk	active
37	Promptibus npm AI & Agents	44	82/wk	active
38	RASON npm AI & Agents	44	71/wk	active
39	Sales npm AI & Agents	44	46/wk	active
40	Kodiak npm AI & Agents	44	39/wk	active
41	RAG Architect skill AI & Agents	43	2 repos	active
42	Agent Memory Galaxy plugin AI & Agents	43	1 ★	active
43	Prompt To Asset npm AI & Agents	43	138/wk	active
44	Depscope npm AI & Agents	43	88/wk	active
45	Ottasia npm AI & Agents	43	79/wk	active
46	Orcarouter npm AI & Agents	43	70/wk	active
47	Forge · voxell npm AI & Agents	43	63/wk	active
48	Seracade npm AI & Agents	43	50/wk	active
49	Ariel Memory npm AI & Agents	43	45/wk	active
50	Gru953 Crew npm AI & Agents	43	44/wk	active
51	API Translator npm AI & Agents	43	18/wk	active
52	Togetherai Skills plugin AI & Agents	42	1 marketplaces	—
53	Phone A Friend plugin AI & Agents	42	1 marketplaces	active
54	Phone A Friend Paf plugin AI & Agents	42	1 marketplaces	active
55	Foundation plugin AI & Agents	42	0 ★	active
56	Promptify plugin AI & Agents	42	1 marketplaces	—
57	Sap Superpowers plugin AI & Agents	42	5 ★	active
58	Sap Abap · AndreaFusar plugin AI & Agents	42	1 marketplaces	—
59	Sap Abap Cds plugin AI & Agents	42	1 marketplaces	—
60	Sap AI Core plugin AI & Agents	42	1 marketplaces	—
61	Sap API Style plugin AI & Agents	42	1 marketplaces	—
62	Sap Btp Best Practices plugin AI & Agents	42	1 marketplaces	—
63	Sap Btp Build Work Zone Advanced plugin AI & Agents	42	1 marketplaces	—
64	Sap Btp Business Application Studio plugin AI & Agents	42	1 marketplaces	—
65	Sap Btp Cias plugin AI & Agents	42	1 marketplaces	—
66	Sap Btp Cloud Logging plugin AI & Agents	42	1 marketplaces	—
67	Sap Btp Cloud Platform plugin AI & Agents	42	1 marketplaces	—
68	Sap Btp Cloud Transport Management plugin AI & Agents	42	1 marketplaces	—
69	Sap Btp Connectivity plugin AI & Agents	42	1 marketplaces	—
70	Sap Btp Developer Guide plugin AI & Agents	42	1 marketplaces	—
71	Sap Btp Integration Suite plugin AI & Agents	42	1 marketplaces	—
72	Sap Btp Intelligent Situation Automation plugin AI & Agents	42	1 marketplaces	—
73	Sap Btp Job Scheduling plugin AI & Agents	42	1 marketplaces	—
74	Sap Btp Master Data Integration plugin AI & Agents	42	1 marketplaces	—
75	Sap Btp Service Manager plugin AI & Agents	42	1 marketplaces	—
76	Sap Cap Capire plugin AI & Agents	42	1 marketplaces	—
77	Sap Cloud SDK AI plugin AI & Agents	42	1 marketplaces	—
78	Sap Datasphere plugin AI & Agents	42	1 marketplaces	—
79	Sap Fiori Tools plugin AI & Agents	42	1 marketplaces	—
80	Sap Hana CLI plugin AI & Agents	42	1 marketplaces	—
81	Sap Hana Cloud Data Intelligence plugin AI & Agents	42	1 marketplaces	—
82	Sap Hana Ml plugin AI & Agents	42	1 marketplaces	—
83	Sap Sac Custom Widget plugin AI & Agents	42	1 marketplaces	—
84	Sap Sac Planning plugin AI & Agents	42	1 marketplaces	—
85	Sap Sac Scripting plugin AI & Agents	42	1 marketplaces	—
86	Sap Sqlscript plugin AI & Agents	42	1 marketplaces	—
87	Sapui5 plugin AI & Agents	42	1 marketplaces	—
88	Sapui5 CLI plugin AI & Agents	42	1 marketplaces	—
89	Sapui5 Linter plugin AI & Agents	42	1 marketplaces	—
90	Model Training Ops plugin AI & Agents	42	1 marketplaces	—
91	AI Operations plugin AI & Agents	42	1 marketplaces	—
92	Nan Forget npm AI & Agents	42	124/wk	active
93	Gate npm AI & Agents	42	46/wk	active
94	Thunderbird plugin AI & Agents	41	0 ★	active
95	Dejared npm AI & Agents	41	101/wk	active
96	Repomemory npm AI & Agents	41	67/wk	active
97	Dewey npm AI & Agents	41	65/wk	active
98	Cmux plugin AI & Agents	40	5 ★	active
99	Ololand Forensic Qoe plugin AI & Agents	40	0 ★	active
100	Prompt Engineering Skills · chujianyun plugin thin AI & Agents	40	1 marketplaces	active
101	Agent Optimizer plugin thin AI & Agents	40	1 marketplaces	active
102	Remove AI Flavor plugin thin AI & Agents	40	1 marketplaces	active
103	Oh My Gx plugin AI & Agents	40	0 ★	active
104	Git Worktree plugin AI & Agents	40	0 ★	active
105	Frontier Math Prover plugin AI & Agents	40	0 ★	active
106	Argo npm AI & Agents	40	56/wk	active
107	Korg Recall npm AI & Agents	40	39/wk	active
108	Clarik npm AI & Agents	40	37/wk	active
109	Collective Memory npm AI & Agents	40	30/wk	active
110	Agentic Council plugin AI & Agents	39	0 ★	active
111	AI Skills Library plugin AI & Agents	39	1 ★	active
112	Pty plugin AI & Agents	39	14 ★	active
113	Thinking Partner plugin AI & Agents	39	167 ★	active
114	Using Cmux plugin AI & Agents	39	40 ★	active
115	Systems Thinking Plugin plugin AI & Agents	39	3 ★	active
116	Neurohive npm AI & Agents	39	55/wk	active
117	Thoughtbox npm AI & Agents	39	51/wk	active
118	Gammainfra npm AI & Agents	39	49/wk	active
119	Sap Cds plugin AI & Agents	38	2 marketplaces	active
120	Persistent Planning plugin AI & Agents	38	1 ★	active

3 of these have been expertise-graded against their documentation; the rest carry adoption and upkeep signal only. We publish what is measured and say plainly what isn't.

Head to head

The question people actually ask, answered with two measurements taken the same day by the same scorer.

SDK vs Sequential Thinking Sequential Thinking vs Mdk Coolify vs Sequential Thinking Express · descope vs Sequential Thinking Sequential Thinking vs Toon Memory DeepSeek vs Sequential Thinking Memorix vs Sequential Thinking SDK vs Mdk Coolify vs SDK Express · descope vs SDK SDK vs Toon Memory DeepSeek vs SDK

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