What is the best ai & agents MCP server?

By tashan's measured score, the highest-ranked are Council of AI GSPC, Kuma, Llamaventures, Claude Prompts, Spekoai. 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, ranked

Reasoning, agents, model & LLM orchestration. tashan measures 120 capabilities here. Ranked on upkeep, freshness and real adoption, every input public. How we measure ›

#	Capability	tashan	Evidence	Health
1	Council of AI GSPC npm	54	141/wk	active
2	Kuma npm	54	136/wk	active
3	Llamaventures npm solid	54	125/wk	active
4	Claude Prompts npm deep	54	110/wk	active
5	Spekoai npm thin	54	74/wk	active
6	Ha Nova plugin	53	21 ★	active
7	Gentle Engram npm	53	628/wk	active
8	Ask Codex npm solid	53	308/wk	active
9	Stackmemory npm	53	289/wk	active
10	Leanroute npm	53	289/wk	active
11	Timps npm	53	252/wk	active
12	Rhizome npm deep	53	246/wk	active
13	x402 Universal Payer npm	53	240/wk	active
14	Nano Banana · runapi.ai npm solid	53	238/wk	active
15	three.ws Brain npm	53	236/wk	active
16	Veo 3 1 npm solid	53	226/wk	active
17	Grok Imagine npm solid	53	225/wk	active
18	Wellknown npm	53	163/wk	active
19	Grok Build npm	53	139/wk	active
20	Mentedb npm	53	130/wk	active
21	Engram npm	53	103/wk	active
22	Visual Memory npm deep	53	96/wk	active
23	Ruby npm	53	85/wk	active
24	Dominodatalab plugin solid	52	6 ★	active
25	Adversarial Spec plugin solid	52	554 ★	stable
26	Consensus Rnd plugin solid	52	23 ★	active
27	Claude Mem Lite plugin	52	54 ★	active
28	Agents CLI · phnx-labs plugin	52	17 ★	active
29	Ainative Memory npm solid	52	492/wk	active
30	Hana npm solid	52	331/wk	active
31	AgentUtility Model Router npm	52	255/wk	active
32	Imhcode npm thin	52	215/wk	active
33	AgentUtility Agentops npm	52	209/wk	active
34	Ori Memory npm deep	52	154/wk	active
35	Swarmdo npm	52	141/wk	active
36	Goldbean npm solid	52	130/wk	active
37	Memory Industry npm	52	126/wk	active
38	Bios npm	52	122/wk	active
39	Omnarai npm	52	106/wk	active
40	Novaposhta npm	52	95/wk	active
41	Engramx npm	52	71/wk	active
42	Agenticmemory npm	52	38/wk	active
43	Pixeltable plugin solid	51	5 ★	active
44	Slm Agent plugin solid	51	14 ★	active
45	Engram · thebtf plugin	51	5 ★	active
46	Planning With Teams plugin	51	26 ★	active
47	Overfit plugin	51	14 ★	active
48	Yggdrasil plugin	51	21 ★	active
49	Plzebo npm thin	51	326/wk	active
50	Verbative Memory npm	51	318/wk	active
51	Ainative Prd npm solid	51	229/wk	active
52	Soma · medianemi-beep npm	51	196/wk	active
53	Neuromcp npm solid	51	146/wk	active
54	Lithtrix — Identity, Memory & Trust for AI Agents npm	51	144/wk	active
55	Peon Mem npm	51	117/wk	active
56	Swarmdo · @swarmdo npm	51	100/wk	active
57	Cc Bridge npm	51	94/wk	active
58	Openwolf Enhanced npm	51	67/wk	active
59	Agent Planner npm	51	63/wk	active
60	Founders OS npm	51	39/wk	active
61	Relay Client npm solid	50	78/wk	active
62	Claude Relay plugin deep	50	62 ★	active
63	LLM Gateway plugin solid	50	10 ★	active
64	Workflow Skills plugin	50	3 ★	active
65	Nobrainer Tech Skills plugin	50	5 ★	active
66	Sublinear Time Solver npm	50	897/wk	active
67	Kireo npm solid	50	175/wk	active
68	Image Vision npm solid	50	172/wk	active
69	Conventions npm deep	50	159/wk	active
70	Codex Claude Bridge npm deep	50	148/wk	active
71	Sovseal Memory npm solid	50	148/wk	active
72	Inscope npm	50	142/wk	active
73	Memory Graph npm deep	50	141/wk	active
74	Traecnclaw npm	50	137/wk	active
75	Nodedex npm solid	50	108/wk	active
76	Environment Config npm	50	96/wk	active
77	GadgetHumans API Hub npm	50	92/wk	active
78	Codex MCP Bridge npm	50	82/wk	active
79	Metamcp npm	50	76/wk	active
80	Vibeframe · @vibeframe npm	50	75/wk	active
81	Arcbridge npm	50	73/wk	active
82	Augment npm	50	71/wk	active
83	Ix Memory plugin deep	49	7 ★	active
84	Scc plugin	49	39 ★	active
85	Yoetz plugin	49	7 ★	active
86	Mimo Executor Zl npm	49	770/wk	active
87	Wuniq KE (Knowledge Engine) npm solid	49	177/wk	active
88	Ask Gemini npm solid	49	167/wk	active
89	Grok Faf npm deep	49	163/wk	active
90	Gft npm solid	49	123/wk	active
91	Skein Code npm	49	63/wk	active
92	Wealth API npm solid	49	48/wk	active
93	Samuraizer npm	49	30/wk	active
94	Scylladb plugin thin	48	6 ★	active
95	Okf Harness plugin	48	32 ★	active
96	Astra plugin	48	5 ★	active
97	Legion · runlegion plugin	48	3 ★	active
98	Parecode npm solid	48	204/wk	active
99	Ask Ollama npm solid	48	166/wk	active
100	Ask Claude npm solid	48	153/wk	active
101	Verlon AI npm solid	48	118/wk	active
102	Hypertool npm solid	48	113/wk	stable
103	Vestige npm	48	105/wk	active
104	Axf npm solid	48	99/wk	active
105	Memory Forge npm	48	97/wk	active
106	Statelode npm	48	91/wk	active
107	Living Memory npm	48	82/wk	active
108	ElevenLabs Agents npm	48	81/wk	active
109	Agent Passport npm	48	77/wk	active
110	Avvarre npm	48	64/wk	active
111	Vcluster YAML npm	48	64/wk	active
112	Ucm npm	48	62/wk	active
113	Soul npm	48	54/wk	active
114	Hubris npm	48	36/wk	active
115	Finchagentic npm	48	21/wk	active
116	Flywheel plugin	47	20 ★	active
117	LLM Vision npm deep	47	693/wk	active
118	Weasley Deepmind npm solid	47	162/wk	active
119	Claude Consult npm deep	47	95/wk	active
120	Getabrain npm solid	47	92/wk	active

Recently changed in AI & Agents

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

2026-08-10 Kuma — @plumpslabs/kuma now reaches filesystem
2026-08-10 Stackmemory — @stackmemoryai/stackmemory now reaches cloud, credentials, database, filesystem, shell
2026-08-10 Stackmemory — @stackmemoryai/stackmemory now runs a script when it installs
2026-08-10 Hana — hana-mcp-server now reaches network

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.

tashan Pro — $6/mo ›

49 of these are graded against their own documentation. The rest carry adoption and upkeep signal only. We publish what is measured and name what is not.

Head to head

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

Eve vs Sequential Thinking Cline vs Sequential Thinking Sequential Thinking vs Z AI Neurolink vs Sequential Thinking Clawdi vs Sequential Thinking Todos vs Sequential Thinking Claude Flow vs Sequential Thinking Cline vs Eve Eve vs Z AI Eve vs Neurolink Clawdi vs Eve Eve vs Todos

Other categories

Browser & Web Search Database Dev Tools & CI Cloud & Infra Files & Memory Data & Analytics Docs & Knowledge Communication Design Finance & Crypto Productivity Security Other

See the full Index ›

tashan Pro$6/mo

110 changes across AI & Agents capabilities 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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