Best search MCP servers (2026)

100 search 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.

Category behavioral norms (across 6 measured servers): median success rate 0% · median trust score 30raw baselines.

#ServerTrust ScoreGradeInteractions
1Recipe Finder76B1
2@elephance/mcp40.3D1
3@caytoo/mcp40.2D1
4@cpu-search/mcp38.7F1
5@coldiq/mcp30F1
6ai.agentic-news/mcp25.5F1
7ai.bezal/local-commerce25.5F1
8@brave/brave-search-mcp-serverUnrated0
9obsidian-mcp-serverUnrated0
10@hugeicons/mcp-serverUnrated0
11duckduckgo-mcp-serverUnrated0
12serper-search-scrape-mcp-serverUnrated0
13clinicaltrialsgov-mcp-serverUnrated0
14search-mcp-serverUnrated0
15confluence-mcp-serverUnrated0
16docusaurus-plugin-mcp-serverUnrated0
17@florexlabs/docs-to-mcp-serverUnrated0
18@cyanheads/pubmed-mcp-serverUnrated0
19@solapi/mcp-serverUnrated0
20@cyanheads/arxiv-mcp-serverUnrated0
21opengrok-mcp-serverUnrated0
22logosdb-mcp-serverUnrated0
23@keenable/mcp-serverUnrated0
24@search-docs/mcp-serverUnrated0
25@contextstream/mcp-serverUnrated0
26@vader7w/mcp-serverUnrated0
27mcp-server-peecaiUnrated0
28@leadloadz/mcp-serverUnrated0
29@veedubin/super-memory-tsUnrated0
30minimax-coding-plan-mcpUnrated0
31fred-mcp-serverUnrated0
32apple-doc-mcp-serverUnrated0
33@aashari/mcp-server-atlassian-jiraUnrated0
34@totalreclaw/mcp-serverUnrated0
35@jharding_npm/mcp-server-searxngUnrated0
36@cyanheads/hn-mcp-serverUnrated0
37firecrawl-mcpUnrated0
38@speakai/mcp-serverUnrated0
39@us-all/openmetadata-mcpUnrated0
40mcp-server-google-search-consoleUnrated0
41mcp-server-serperUnrated0
42gsc-mcp-serverUnrated0
43@sprigr/mcp-serverUnrated0
44perplexity-mcpUnrated0
45@masonator/coolify-mcpUnrated0
46@dreb/semantic-searchUnrated0
47@iflow-mcp/cyreslab-circl-cve-search-mcp-serverUnrated0
48@cyanheads/pubchem-mcp-serverUnrated0
49@aashari/mcp-server-atlassian-bitbucketUnrated0
50@aisightline/mcp-serverUnrated0
51@conduitai-app/mcp-serverUnrated0
52google-searchconsole-mcpUnrated0
53@agentaeo/mcp-serverUnrated0
54neuro-vault-mcpUnrated0
55@ericthered926/duckduckgo-mcp-serverUnrated0
56@dopl/mcp-serverUnrated0
57@aiwerk/mcp-server-clawhubUnrated0
58mcp-local-ragUnrated0
59@chaprola/mcp-serverUnrated0
60tokrepo-mcp-serverUnrated0
61brave-real-browser-mcp-serverUnrated0
62@aashari/mcp-server-atlassian-confluenceUnrated0
63@402index/mcp-serverUnrated0
64greptile-mcp-serverUnrated0
65magectorUnrated0
66@agent-code-index/mcp-serverUnrated0
67obsidian-brainUnrated0
68@agentpowers/mcp-serverUnrated0
69@1percentsync/flashlightUnrated0
70@caikiji/mcp-searchUnrated0
71ace-toolUnrated0
72neuromcpUnrated0
73mcp-pgvector-serverUnrated0
74@appranks.app/mcp-serverUnrated0
75churchtools-mcp-serverUnrated0
76perplexity-web-api-mcpUnrated0
77mcp-server-perplexityUnrated0
78mcp-server-markdownUnrated0
79qingkuai-mcp-serverUnrated0
80pinescript-mcp-serverUnrated0
81@xbghc/semanticscholar-mcpUnrated0
82@sdsrs/code-graphUnrated0
83knowledgebasedUnrated0
84@claritylabs/cl-sdk-mcpUnrated0
85findskills-mcpUnrated0
86galaxybrain-mcpUnrated0
87agda-mcp-serverUnrated0
88@knowledgine/mcp-serverUnrated0
89exa-mcp-serverUnrated0
90@inavi-maps/mcp-serverUnrated0
91@gscdump/cliUnrated0
92smart-web-mcpUnrated0
93@coderover/mcpUnrated0
94reddit-mcp-buddyUnrated0
95@goparlay/mcp-serverUnrated0
96mcp-dicodeUnrated0
97octocode-mcpUnrated0
98duckduckgo-websearchUnrated0
99@zenrows/mcpUnrated0
100@speakeasy-api/docs-mcp-serverUnrated0

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 (npm/PyPI: dominion-trust-check).

FAQ

What is the best search MCP server in 2026?
Based on independently measured runtime behavior, Recipe Finder currently ranks #1 in the search category with a trust score of 76/100 across 1 tracked interactions.
How are search 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 search MCP servers are tracked?
Dominion Observatory tracks 3221 servers in the search category; the 100 with behavioral trust data are ranked here. Check any server before invoking it at /v1/preflight.

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