JA
Jaeger io.github.mshegolev/jaeger-mcp 2.5 · 50/100 Jaeger MCP — search traces, inspect spans, map service dependencies (read-only).
Version check not run yet
Monitoring and observability Official MCP Registry · PyPI Local MIT
KI
Kibana io.github.mshegolev/kibana-mcp 2.5 · 50/100 Kibana/Elasticsearch MCP — log search, aggregations, index discovery, dashboards.
Version check not run yet
Data warehouses and analytics Official MCP Registry · PyPI Local MIT
PR
Prometheus io.github.mshegolev/prometheus-mcp 2.5 · 50/100 Prometheus MCP — query metrics, inspect alerts, and explore scrape targets (read-only).
Version check not run yet
Monitoring and observability Official MCP Registry · PyPI Local MIT
TA
Talonic io.github.talonicdev/talonic-mcp 2.5 · 50/100 Extract structured, schema-validated data from PDFs, scans, images, spreadsheets, and forms.
Started and listed its tools
Office documents and spreadsheets Official MCP Registry · npm Local 792 a week MIT
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GEL exchange rates from the National Bank of Georgia with per-unit values. Not affiliated with NBG.
100% up · 30 days
Finance and payments Official MCP Registry · npm Local Remote 789 a week MIT
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ARGUS-3 stdio MCP with WARDEN firewall: argus_ask, argus_status, argus_capabilities.
Not run: installs from the network
Security Official MCP Registry · npm Local 219 a week MIT
SO
Sonarqube io.github.mshegolev/sonarqube-mcp 2.5 · 50/100 SonarQube MCP — projects, metrics, quality gate, issues, worst-metric ranking.
Version check not run yet
Developer tools Official MCP Registry · PyPI Local MIT
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Read-only SQL across your PostgreSQL, MySQL, S3 buckets and local data files, in one query.
Version check not run yet
Databases Official MCP Registry · GitHub MCP Registry · npm Local 16 a week LICENSEREF-PROPRIETARY
DA
Dashboards io.github.KyuRish/mcp-dashboards 2.5 · 50/100 45+ interactive charts, dashboards, flowcharts, and KPIs inside any AI conversation
Starts, but breaks the protocol
Data warehouses and analytics Official MCP Registry · npm Local 60 a week FSL-1.1-MIT
MA
Meta Ads io.github.mikusnuz/meta-ads 2.5 · 50/100 MCP server for Meta Marketing API — Facebook & Instagram ad campaign management
Started and listed its tools
Marketing and SEO Official MCP Registry · npm Local 218 a week MIT
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Harbor Registry MCP — projects, repos, artifacts, storage reports, cleanup (with dry-run).
Version check not run yet
Git and code hosting Official MCP Registry · PyPI Local MIT
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Local PDF, image, data and text tools for AI assistants. Files stay on your computer.
Started and listed its tools
Files and storage Official MCP Registry · npm Local 785 a week AGPL-3.0-ONLY
DU
DuDuClaw io.github.zhixuli0406/duduclaw 2.5 · 50/100 Local persistent memory and Markdown wiki for AI coding agents: 24 MCP tools, no gateway required.
Version check not run yet
Coding agent tools Official MCP Registry · npm Local 788 a week APACHE-2.0
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Data observability tools for engineering teams: alerts, freshness, schema drift, lineage, quality.
100% up · 30 days
Monitoring and observability Official MCP Registry · PyPI Local Remote MIT
DB
Doc Bridge io.github.AgentsKit-io/doc-bridge 2.5 · 50/100 Resolve documentation ownership, edit roots, checks, and human handoffs before an agent edits code.
Not run: no command to start
Docs and knowledge bases Official MCP Registry · npm Local 784 a week MIT
AG
Agentcash io.github.Merit-Systems/agentcash 2.5 · 50/100 Generic MCP server for calling x402-protected APIs with automatic payment handling
Started and listed its tools
Finance and payments Official MCP Registry · npm Local 782 a week MIT
SI
Sigrok io.github.daedalus/mcp-sigrok 2.5 · 50/100 MCP server exposing sigrok-cli functionality for logic analyzer hardware and protocol decoding
Version check not run yet
Smart home and hardware Official MCP Registry · PyPI Local MIT
VE
Velocms org.velocms/mcp 2.5 · 50/100 Draft, publish, and manage your VeloCMS blog from Claude, Cursor, or any MCP client.
Started and listed its tools
Marketing and SEO Official MCP Registry · npm Local 217 a week MIT
GC
Gitlab Ci io.github.mshegolev/gitlab-ci-mcp 2.5 · 50/100 GitLab CI/CD MCP — pipelines, jobs, schedules, MRs, files. Any GitLab (SaaS or self-hosted).
Version check not run yet
DevOps and infrastructure Official MCP Registry · PyPI Local MIT
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Compile LaTeX to PDF without installing TeX Live. No API key needed to start.
100% up · 30 days
Office documents and spreadsheets Official MCP Registry · npm Local Remote 775 a week MIT