The Index · By job · Researcher

MCP servers for researcher, ranked

tashan measures 160 capabilities against the work a researcher actually does — knowledge management, web research, web scraping, literature review, scientific research — and ranks them on public evidence alone: upkeep, freshness and real adoption. How we measure ›

#CapabilitytashanEvidenceHealth
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
Exa · exa-labs server solid
Search
77
5k ★active
5
Last30days server solid
Productivity
77
54k ★active
6
Minutes server deep
Productivity
75
1k ★active
7
Deeplake Hivemind server thin
Productivity
74
2k ★active
8
Hivemind server solid
Productivity
74
2k ★active
9
Actionbook server thin
Browser & Web
74
2k ★active
10
Claude Scholar server thin
Docs & Knowledge
73
5k ★active
11
Firecrawl · firecrawl server deep
Browser & Web
72
542 ★active
12
Remember server deep
Productivity
71
143 ★active
13
Claude Self Reflect server solid
Productivity
70
219 ★active
14
Qoder Wiki server thin
Design
70
700 ★active
15
Claudian Installer server thin
Productivity
70
700 ★active
16
Alltuu Downloader server thin
Search
70
700 ★active
17
Photoplus Downloader server thin
Finance & Crypto
70
700 ★active
18
Paper Interpreter server thin
Docs & Knowledge
70
700 ★active
19
Article Interpreter server thin
Communication
70
700 ★active
20
Sciagent Skills server solid
Docs & Knowledge
70
284 ★active
21
Slack server solid
Communication
69
86 ★active
22
Outline server solid
Productivity
69
154 ★active
23
Open Ontologies server solid
Dev Tools & CI
69
212 ★active
24
Episodic Memory server solid
Productivity
68
452 ★active
25
Tavily · tavily-ai server solid
Search
68
433 ★active
26
Nimble server solid
Dev Tools & CI
67
50 ★active
27
Brave Search Skills server thin
Search
67
161 ★active
28
Miro server solid
Design
66
142 ★active
29
LLM Wiki Compiler server solid
Dev Tools & CI
64
303 ★active
30
Obsidian Visual Skills server deep
Design
64
3k ★active
31
Parallel server solid
Productivity
64
62 ★active
32
Zyte Web Data server solid
Productivity
64
27 ★active
33
Immich Photo Manager server solid
Productivity
63
33 ★active
34
Travel Search And Booking API And Skills server solid
Other
62
880 ★active
35
Bettercallclaude server thin
Other
62
33 ★active
36
Noosphere server deep
Dev Tools & CI
61
18 ★active
37
Sciverse server solid
Search
61
70 ★active
38
Origin server solid
Other
59
47 ★active
39
Mycelium server solid
Search
59
54 ★active
40
Private Journal server solid
Productivity
59
416 ★active
41
Serpapi Claude Plugin server solid
Search
59
13 ★active
42
Tinyfish server thin
Productivity
59
14 ★active
43
Phdtaketaketake server deep
Dev Tools & CI
59
32 ★active
44
Antigravity server solid
Productivity
59
21 ★active
45
Agent Loops server deep
Dev Tools & CI
59
143 ★active
46
Openweb server deep
Productivity
58
35 ★active
47
Loreconvo server solid
Productivity
57
10 ★active
48
Mem Forever server thin
Productivity
57
21 ★active
49
Bettercallclaude Italia server thin
Other
57
41 ★active
50
Boltz server solid
Dev Tools & CI
57
4 ★active
51
Box server solid
Docs & Knowledge
56
5 ★active
52
Kagura Memory server solid
Productivity
56
8 ★active
53
Firecrawl Workflows server thin
Productivity
56
101 ★active
54
Enzyme server deep
Productivity
55
51 ★active
55
Ix Memory server deep
Dev Tools & CI
55
7 ★active
56
Kindex server deep
Productivity
55
24 ★active
57
Retrieve The Forgotten Memory server solid
Productivity
55
20 ★active
58
Total Recall server deep
Productivity
55
11 ★active
59
Unblocked Skills server thin
Productivity
55
10 ★active
60
Notion · makenotion server thin
Docs & Knowledge
54
454 ★stable
61
LLM Wiki Plugin server deep
Productivity
54
76 ★active
62
Oh My Obsidian server solid
Productivity
54
27 ★active
63
Private Journal · 2389-research server
Productivity
54
9 ★active
64
Scout server solid
Productivity
54
7 ★active
65
Gooseworks server deep
Communication
54
6 ★active
66
AI Coding Ok server solid
Productivity
53
15 ★active
67
Archcore server solid
Productivity
53
50 ★active
68
Loredocs server deep
Productivity
53
4 ★active
69
Mako AI server solid
Dev Tools & CI
53
51 ★active
70
Project With Reflect server solid
Productivity
53
13 ★active
71
Phd Deepread server
Dev Tools & CI
52
56 ★active
72
Longhand server deep
Productivity
52
12 ★active
73
Mind server
Productivity
52
533 ★stable
74
Browser Act server thin
Dev Tools & CI
52
21 ★active
75
Flexcompute server solid
Dev Tools & CI
52
5 ★active
76
Artel server
Productivity
51
7 ★active
77
Harness Designing Plugin server
Productivity
51
5 ★active
78
Local RAG server
Dev Tools & CI
51
28 ★active
79
Releases server
Productivity
51
3 ★active
80
Hipocampus server
Productivity
50
160 ★active
81
Session Recall server
Productivity
50
6 ★active
82
Haunt API server
Productivity
50
2 ★active
83
Gyoshu server
Productivity
50
240 ★active
84
Aria Knowledge server
Productivity
49
16 ★active
85
Bedrock server
Productivity
49
86 ★active
86
Knowledge Graph server
Productivity
49
4 ★active
87
Browser Use server
Dev Tools & CI
49
7 ★active
88
Vibesurfer server
Dev Tools & CI
49
15 ★active
89
Bleu server
Dev Tools & CI
48
3 ★active
90
Letter For Myself server
Productivity
48
4 ★active
91
Munin Memory server
Productivity
48
3 ★active
92
Recall · bledden server
Productivity
48
22 ★active
93
Harus Skills server
Productivity
48
5 ★active
94
Nnsight server
Data & Analytics
48
9 ★active
95
Gnosis server
Database
47
25 ★active
96
Mindmap Markmap Viewer server
Productivity
47
67 ★active
97
Research Co Pilot server
Productivity
47
5 ★active
98
Arx server
Dev Tools & CI
47
7 ★active
99
Egnyte server
Dev Tools & CI
46
2 ★active
100
Graph Query server
Dev Tools & CI
46
2 ★active
101
Vault Pkm server
Productivity
46
13 ★active
102
Research · hec-ovi server
Dev Tools & CI
46
11 ★active
103
Brightdata Plugin server
Browser & Web
46
2 marketplaces—
104
Research Paper Writing server
Docs & Knowledge
46
3 ★active
105
Dropbox server
Files & Memory
45
2 ★active
106
Learn server
Search
45
2 ★active
107
Membase server
Productivity
45
3 ★active
108
Memex Bookmarking 2nd Brain server
Productivity
45
0 ★active
109
Memex server
Productivity
45
0 ★active
110
Comparative Landscape Brief server
Productivity
45
1 marketplacesactive
111
Grep Research Skills server
Data & Analytics
45
1 ★active
112
Deep Review server
Productivity
45
0 ★active
113
Searching Apple Notes server
Productivity
44
1 ★active
114
Ultratech AI Memory server
Productivity
44
0 ★active
115
Asaki Memory server
Productivity
44
0 ★active
116
Logseq server
Productivity
44
1 marketplacesactive
117
Agent Memory Galaxy server
Productivity
44
1 ★active
118
LinkedIn Apply server
Productivity
44
1 marketplacesactive
119
Claude Patterns server
Security
43
1 ★active
120
Research Toolkit server
Dev Tools & CI
43
2 ★active
121
Galeharness CLI server
Dev Tools & CI
42
1 marketplaces—
122
Context7 · anthropics server
Dev Tools & CI
42
1 marketplaces—
123
Learned Behavior server
Productivity
34
0 ★active
124
Compound Workflows server
Productivity
28
1 ★active
125
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
·
YouTube Full skill
Productivity
not scored yet
23k ★active
·
Research Summarizer skill
Docs & Knowledge
not scored yet
23k ★active
·
Deep Research skill
Productivity
not scored yet
23k ★active
·
Dossier · alirezarezvani skill
Productivity
not scored yet
23k ★active
·
Pulse skill
Search
not scored yet
23k ★active
·
Research · alirezarezvani skill
Search
not scored yet
23k ★active
·
Composio Search Automation skill
Productivity
not scored yet
70k ★active
·
Google Maps Automation skill
Productivity
not scored yet
70k ★active
·
Browser Automation skill
Browser & Web
not scored yet
23k ★active
·
Universal Scraping Architect skill
Productivity
not scored yet
23k ★active
·
Apify Automation skill
Browser & Web
not scored yet
70k ★active
·
Firecrawl Automation skill
Productivity
not scored yet
70k ★active
·
Grants skill
Search
not scored yet
23k ★active
·
Litreview skill
Productivity
not scored yet
23k ★active
·
Patent skill
Search
not scored yet
23k ★active
·
Syllabus skill
Search
not scored yet
23k ★active
·
Math Olympiad skill ✓ Anthropic
Dev Tools & CI
not scored yet
33k ★active
·
Clinical Research skill
Security
not scored yet
23k ★active

69 of these have been expertise-graded against their own documentation; the rest carry adoption and upkeep signal only. We publish what is measured and say plainly what is not.

The work behind this job

Knowledge managementWeb researchWeb scrapingLiterature reviewScientific research

Other jobs

Agent operatorAI engineerCreator / videoData analystData engineerDesignerDevOps / SRESoftware engineerFinance / accountingHR / recruitingLegal / complianceMarketer / growthOperationsProduct managerSalesScientistSecurity engineerWeb / frontend developerWriter / content

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