Best education MCP servers (2026)

100 education MCP servers. Those with live runtime data are ranked first by behavioral trust score (success rate, latency, uptime, per-reporter influence capping — not GitHub stars); servers not yet observed answering requests are shown UNRATED rather than given a fabricated score.

#ServerTrust ScoreGradeInteractions
1@gxtools/mcp38.9F1
2@getnote/mcp35.9F1
3fliplink-mcp34.9F379
4@logrocket/mcp30F1
5@storybook/mcp—Unrated0
6@get-technology-inc/jamf-docs-mcp-server—Unrated0
7@equalseat/mcp-server—Unrated0
8arxiv-mcp-server—Unrated0
9@vursulabs/mcp-server—Unrated0
10bookstack-mcp-server—Unrated0
11@autopilot715/servicenow-mcp-server—Unrated0
12@agentpedia/mcp-server—Unrated0
13@nahisaho/katashiro-mcp-server—Unrated0
14@prismer/mcp-server—Unrated0
15@itseasy21/mcp-knowledge-graph—Unrated0
16@wiki-nexus/mcp-server—Unrated0
17@bitatlas/mcp-server—Unrated0
18lorg-mcp-server—Unrated0
19@retrograde-labs/lune-mcp-server—Unrated0
20@breadstone/archipel-mcp—Unrated0
21mapmind-mcp-server—Unrated0
22@g99/lightrag-mcp-server—Unrated0
23@futurelab-studio/latest-science-mcp—Unrated0
24@nonz250/notepm-mcp-server—Unrated0
25@baklib/baklib-mcp-server—Unrated0
26openalex-research-mcp—Unrated0
27@policyrisk/mcp-server—Unrated0
28@origintrail-official/dkg-mcp-server—Unrated0
29mcp-server-memory—Unrated0
30@kooroot/engram—Unrated0
31@department-of-veterans-affairs/vads-mcp-server—Unrated0
32@xdev-asia/xdev-knowledge-mcp—Unrated0
33meta-mcp-server—Unrated0
34@capitalthought/pitch-mcp-server—Unrated0
35@citetrue/mcp-server—Unrated0
36onyx-mcp-server—Unrated0
37agent-planner-mcp—Unrated0
38@helpnest/mcp—Unrated0
39fullerenes—Unrated0
40yuque-mcp—Unrated0
41mcp-knowledge-graph—Unrated0
42autosearch-ai—Unrated0
43@expensebot/mcp-server—Unrated0
44prexist—Unrated0
45@rightanswers/mcp—Unrated0
46md-md-mcp-server—Unrated0
47octagon-mcp—Unrated0
48@promptowl/contextnest-mcp-server—Unrated0
49synapsesync-mcp—Unrated0
50@elsahafy/ux-mcp-server—Unrated0
51@productbrain/mcp—Unrated0
52ricord-mcp—Unrated0
53peptoma-mcp—Unrated0
54neurodivergent-memory—Unrated0
55kibi-mcp—Unrated0
56@texere/mcp—Unrated0
57mcp-think-tank—Unrated0
58@uac/mcp-server—Unrated0
59@vapi-ai/mcp-docs-server—Unrated0
60bhived-mcp—Unrated0
61ai-archive-mcp—Unrated0
62@retaindb/mcp-server—Unrated0
63@aiuluna/knowledge-graph-mcp—Unrated0
64android-agentic-wiki—Unrated0
65@usewhisper/mcp-server—Unrated0
66genexus-mcp—Unrated0
67logseq-mcp-server—Unrated0
68@graphdown/mcp—Unrated0
69openalex-mcp—Unrated0
70@arnifa/mcp-teacher-grader—Unrated0
71@cpsagentkit/mcp-server—Unrated0
72bringcontext—Unrated0
73@pegasusheavy/linkedin-mcp—Unrated0
74Clear Thought 1.5—Unrated0
75Ayni—Unrated0
76Context Awesome—Unrated0
77Cloud101 Korea—Unrated0
78authorprofilemcp—Unrated0
79@debriefer/mcp—Unrated0
80Automated Survey Creation via MCP—Unrated0
81Call-for-papers—Unrated0
82ZS - Zobr Script—Unrated0
83@swarmrecall/mcp—Unrated0
84@hamza.amjad/halo-mcp-server—Unrated0
85@altura-oncology/mcp-server—Unrated0
86rvue-mcp—Unrated0
87@codehabits/mcp—Unrated0
88deep-research—Unrated0
89arxiv-mcp-server—Unrated0
90mcp-memory-service—Unrated0
91lean-ctx—Unrated0
92paperdebugger—Unrated0
93glean—Unrated0
94gptr-mcp—Unrated0
95vulnerable-mcp-servers-lab—Unrated0
96wikipedia-mcp—Unrated0
97zettelkasten-mcp—Unrated0
98arxiv-latex-mcp—Unrated0
99openfoam-mcp-server—Unrated0
100academia_mcp—Unrated0

Before your agent invokes any of these, run a free pre-flight check: GET /v1/preflight?target={server_url} — it returns a verdict and a signed diligence receipt. Or gate calls automatically with the trust-check SDK (PyPI: dominion-trust-check; hosted JavaScript module).

FAQ

What is the best education MCP server in 2026?
Based on independently measured runtime behavior, @gxtools/mcp currently ranks #1 in the education category with a trust score of 38.9/100 across 1 tracked interactions.
How are education MCP servers ranked?
Rankings use Dominion Observatory's behavioral trust score: real agent-reported success rates, latency distributions, and uptime — with per-reporter influence capping so no single source can dominate a score. Servers with no runtime data are UNRATED and excluded, never given a fabricated score.
How many education MCP servers are tracked?
Dominion Observatory tracks 815 servers in the education category; the 100 with behavioral trust data are ranked here. Check any server before invoking it at /v1/preflight.

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