What is the best ai & agents MCP server?

By tashan's measured score, the highest-ranked are Shell Programming, Metrillm, Bighub, Keyid, Lumen. 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 and ranks them by tashan score — a transparent composite of upkeep, freshness and real adoption. How we measure ›

#	Capability	tashan	Evidence	Health
1	Shell Programming plugin AI & Agents	38	1 ★	active
2	Metrillm npm AI & Agents	38	104/wk	active
3	Bighub npm AI & Agents	38	83/wk	active
4	Keyid npm AI & Agents	38	57/wk	active
5	Lumen plugin AI & Agents	37	1 marketplaces	active
6	Gitkb plugin AI & Agents	37	0 ★	active
7	Nexo Brain plugin AI & Agents	37	27 ★	abandoned
8	Relay plugin AI & Agents	37	3 ★	active
9	Voxflow plugin AI & Agents	37	7 ★	active
10	Grok Build plugin AI & Agents	37	0 ★	active
11	Volcengine npm AI & Agents	37	1k/wk	active
12	Gemini · rlabs-inc npm AI & Agents	37	554/wk	abandoned
13	Total Recall · @avi-total-recall npm AI & Agents	37	90/wk	active
14	Gr0m Mem plugin AI & Agents	36	2 ★	active
15	Hive plugin AI & Agents	36	0 ★	active
16	Joai plugin AI & Agents	36	0 ★	active
17	Slopstop plugin AI & Agents	36	2 ★	active
18	P4 Code Review plugin AI & Agents	36	0 ★	active
19	Ap plugin AI & Agents	36	0 ★	active
20	Thinking plugin AI & Agents	36	1 marketplaces	active
21	Forge · @salesforge npm AI & Agents	36	54/wk	active
22	Lore Context npm AI & Agents	36	35/wk	active
23	Suprsonic npm AI & Agents	36	34/wk	active
24	Cartographer · miltonian plugin AI & Agents	35	1 ★	active
25	Drafted Learn plugin AI & Agents	35	1 ★	active
26	Ember Memory plugin AI & Agents	35	2 ★	active
27	Enam plugin AI & Agents	35	2 ★	active
28	Mumo plugin AI & Agents	35	0 ★	active
29	Woocommerce npm AI & Agents	35	99/wk	active
30	Docqa npm AI & Agents	35	49/wk	active
31	16minds plugin AI & Agents	34	4 ★	active
32	Claude Bot plugin AI & Agents	34	1 ★	active
33	Claude Cognis plugin AI & Agents	34	20 ★	active
34	Semanticsearch plugin AI & Agents	34	28 ★	active
35	Claude Swarm plugin AI & Agents	34	0 ★	active
36	Gemini · PavelGuzenfeld npm AI & Agents	34	73/wk	active
37	Session Forge npm AI & Agents	34	55/wk	active
38	Substrate npm AI & Agents	34	51/wk	active
39	Being npm AI & Agents	34	41/wk	active
40	Sap Dev Core plugin AI & Agents	33	1 marketplaces	active
41	Sap Tcd plugin AI & Agents	33	1 marketplaces	active
42	Agent Recall · mnardit plugin AI & Agents	33	13 ★	active
43	Gsearch plugin AI & Agents	33	4 ★	active
44	Infiniteclaud plugin AI & Agents	33	2 ★	active
45	Synaptic plugin AI & Agents	33	0 ★	active
46	Qdrant plugin AI & Agents	33	1 marketplaces	active
47	AI Berkshire plugin AI & Agents	33	0 ★	active
48	Nvim Context plugin AI & Agents	33	2 ★	active
49	Fakoli Claw plugin AI & Agents	33	0 ★	active
50	Easy Git Zh plugin AI & Agents	33	0 ★	active
51	Debugger npm AI & Agents	33	135/wk	abandoned
52	Memori npm AI & Agents	33	50/wk	active
53	Memory Nexus npm AI & Agents	33	48/wk	active
54	Crunchyroll npm AI & Agents	33	42/wk	active
55	Eustore npm AI & Agents	33	36/wk	active
56	Token Oracle npm AI & Agents	33	35/wk	active
57	Synap Memory remote AI & Agents	33	48 ★	active
58	AI Reasoning Commons remote AI & Agents	33	0 ★	active
59	Evals remote AI & Agents	33	1 ★	active
60	Llmprobe plugin AI & Agents	32	2 ★	active
61	Nexus The Cartographer plugin AI & Agents	32	2 ★	active
62	Gemini Cloud Assist npm ✓ Google AI & Agents	32	293/wk	abandoned
63	MAXential Thinking MCP npm AI & Agents	32	80/wk	active
64	Foundry Zksync npm AI & Agents	32	49/wk	active
65	Twiceshy remote AI & Agents	32	0 ★	active
66	Fortytwo plugin AI & Agents	31	5 ★	active
67	Statusbar plugin AI & Agents	31	8 ★	active
68	Touchdesigner · michaelslain plugin AI & Agents	31	0 ★	active
69	Sagemaker AI plugin AI & Agents	30	1 marketplaces	active
70	Axon plugin AI & Agents	30	3 ★	active
71	Claude Meister plugin AI & Agents	30	0 ★	active
72	Inertialai plugin AI & Agents	30	0 ★	active
73	Skill Picker plugin AI & Agents	30	3 ★	active
74	Solofounder plugin AI & Agents	30	3 ★	active
75	Local Voice npm AI & Agents	30	68/wk	abandoned
76	Forge · rightnow npm AI & Agents	30	64/wk	abandoned
77	Wiplash remote AI & Agents	30	0 ★	active
78	Cairo plugin AI & Agents	29	0 ★	active
79	Claude Token Stats plugin AI & Agents	29	0 ★	active
80	Ensembra plugin AI & Agents	29	1 ★	active
81	Job Assistant plugin AI & Agents	29	0 ★	active
82	X Research plugin AI & Agents	29	1 marketplaces	abandoned
83	Stevehobbsdev plugin AI & Agents	29	0 ★	active
84	Collab Claw Spike A plugin AI & Agents	29	0 ★	active
85	Hivemind · quantulabs npm AI & Agents	29	61/wk	abandoned
86	Screenshot npm AI & Agents	29	57/wk	abandoned
87	Lemonsqueezy npm AI & Agents	29	44/wk	abandoned
88	Memory · letta-ai npm AI & Agents	29	43/wk	abandoned
89	Anamnese Core plugin AI & Agents	28	0 ★	active
90	Consensus plugin AI & Agents	28	0 ★	active
91	Looper Loop plugin AI & Agents	28	0 ★	active
92	Mcpl plugin AI & Agents	28	1 marketplaces	—
93	Thinkfu plugin AI & Agents	28	2 ★	active
94	Capacitor Core plugin AI & Agents	28	1 marketplaces	—
95	Uwuclaude plugin AI & Agents	28	1 marketplaces	—
96	Context · artem-from-ua plugin AI & Agents	28	1 marketplaces	—
97	Tehik Task Board plugin AI & Agents	28	1 marketplaces	—
98	Tech Stack plugin AI & Agents	28	1 marketplaces	—
99	Fable plugin AI & Agents	28	1 marketplaces	—
100	Sequential Thinking · dolphinsue319 plugin AI & Agents	28	1 marketplaces	—
101	Copycat plugin AI & Agents	28	1 marketplaces	—
102	Kagura Memory · kagura-ai plugin AI & Agents	28	1 marketplaces	—
103	Kagura Planner plugin AI & Agents	28	1 marketplaces	—
104	The Chamber plugin AI & Agents	28	0 ★	active
105	Coding Agent Skills plugin AI & Agents	28	1 ★	active
106	Aistudio npm AI & Agents	27	93/wk	abandoned
107	Cognito plugin AI & Agents	27	0 ★	active
108	Fashion Agent plugin AI & Agents	27	0 ★	active
109	Srclight plugin AI & Agents	27	1 ★	active
110	Velixar plugin AI & Agents	27	0 ★	active
111	Voice Bridge plugin AI & Agents	27	0 ★	active
112	Media · bernakilljos plugin AI & Agents	27	1 marketplaces	active
113	Exec Offline plugin AI & Agents	27	1 marketplaces	active
114	Eval Quality plugin AI & Agents	27	1 marketplaces	active
115	Oh My Bakedpotato plugin AI & Agents	27	0 ★	active
116	Research Companion En plugin AI & Agents	27	0 ★	active
117	OpenAI Tools remote AI & Agents	27	—	active
118	Agenttune remote AI & Agents	27	0 ★	active
119	Decision Council plugin AI & Agents	26	0 ★	active
120	Neutrally plugin AI & Agents	26	0 ★	active

0 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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