Altmetric MCP vs MCP Grafana
A side-by-side look at the Altmetric MCP and MCP Grafana MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.
Verdict: choose Altmetric MCP for monitoring work as a local process; choose MCP Grafana for monitoring as a local process. You can also run both side by side in one mcpServers block.
Which MCP server should you choose?
Choose Altmetric MCP when
- You need dedicated capabilities in the Monitoring domain.
- You prefer a local stdio subprocess transport.
- You have the keys it needs:
ALTMETRIC_DETAILS_API_KEY, ALTMETRIC_EXPLORER_API_KEY, ALTMETRIC_EXPLORER_API_SECRET. - You want tools like
get_citation_counts, get_citation_details, search_citations.
Choose MCP Grafana when
- You need dedicated capabilities in the Monitoring domain.
- You prefer a local stdio subprocess transport.
- Its auth model fits you: API key required.
- You have the keys it needs:
GRAFANA_URL, GRAFANA_SERVICE_ACCOUNT_TOKEN. - You want tools like
add_activity_to_incident, alerting_manage_routing, alerting_manage_rules.
Feature & specification comparison
Rows where the two servers differ are marked.
| Spec | ||
|---|---|---|
| Category | Monitoring | Monitoring |
| Quality signal | 59/100 · Good | 68/100 · Great |
| Install command | Confirmed | Confirmed |
| Transport | Local subprocess (stdio) | Local subprocess (stdio) |
| Auth | Not declared | API key required |
| Pricing | Not declared | Free |
| Required env vars | ALTMETRIC_DETAILS_API_KEYALTMETRIC_EXPLORER_API_KEYALTMETRIC_EXPLORER_API_SECRET | GRAFANA_URLGRAFANA_SERVICE_ACCOUNT_TOKEN |
| Verified owner | Community listing | Community listing |
| GitHub stars | 7 | 3,580 |
| Directory activity | 2 views 0 installs 0 upvotes | 6 views 0 installs 0 upvotes |
| Tools | 12 | 81 |
| Full listing | View Altmetric MCP | View MCP Grafana |
Tools & capabilities
Altmetric MCP tools 12
get_citation_countsAttention metrics by identifier (DOI, PubMed ID, etc.)get_citation_detailsFull mention text, author details (incl. Dimensions Researcher IDs), metadatasearch_citationsSearch attention data across all outputs by timeframeget_batch_attention_dataAttention metrics for many DOIs at once, rankedtranslate_identifiersTranslate identifiers (DOI, PMID, etc.) to Altmetric IDsexplore_research_outputsSearch and filter research outputsexplore_attention_summaryAggregated attention metrics by source and dateexplore_mentionsIndividual mention details with filteringexplore_demographicsAudience geographic and demographic dataexplore_mention_sourcesSource/outlet analysis for mentionsexplore_journalsJournal metrics, rankings, and searchlist_departmentsList your institution's departments and their IDs
MCP Grafana tools 81
add_activity_to_incidentAdd a note (userNote activity) to an existing incident's timeline using its ID. The note body can include URLs which will be attached as context. Use this to add context to an incident.alerting_manage_routingManage Grafana alerting routing configuration, including notification policies, contact points and time intervals. Notification policies define how alerts are grouped, routed, and which contact points receive them. Time intervals define active/mute periods for alert notifications. When to use: - Understanding how alerts are routed to contact points/receivers - Debugging why an alert went to a specific receiver - Checking grouping, timing, or mute interval settings When NOT to use: - Checking alert rule configuration or state (use alerting_manage_rules)alerting_manage_rulesManage Grafana alert rules with full CRUD capabilities and filtering. When to use: - Understanding why an alert is or isn't firing - Auditing alert rule configuration (queries, conditions, labels, notification settings) - Finding alert rules by state, folder, group, or name - Creating, updating, or deleting alert rules - Comparing rule versions to see what changed When NOT to use: - Checking how alerts are routed to receivers (use alerting_manage_routing)alerting_manage_silencesManage Grafana alerting silences. A silence temporarily suppresses notifications for alerts whose labels match a set of matchers, without changing the alert rules themselves. Operations: - 'list': list existing silences. Optionally filter by rule_uid (matches the __alert_rule_uid__ label) or by matchers. - 'get': retrieve a single silence by silence_id. - 'create': create a new silence. Requires matchers, starts_at, ends_at (RFC3339) and comment. - 'update': modify an existing silence by silence_id. Requires matchers, starts_at, ends_at and comment. The id is only kept when the posted matchers and starts_at match the stored ones, so pass back the starts_at returned by 'get'; otherwise Alertmanager expires the old silence and returns a new id. - 'delete': expire/remove a silence by silence_id. When to use: - Muting noisy or expected alerts during maintenance windows - Inspecting or cleaning up existing silences When NOT to use: - Changing alert rule configuration or state (use alerting_manage_rules) - Changing how alerts are routed to receivers (use alerting_manage_routing)analyze_loki_labelsAudits a Loki label strategy and optionally diagnoses query performance. Returns per-label verdicts, missing base labels, normalisation issues, and a recommended set. Pass datasourceUid for live cardinality or labels for static scoring; both may be combined.check_datasources_healthCheck datasource health. Filter by type or UIDs; omit both to check all.create_annotationCreate a new annotation on a dashboard or panel. Set format to 'graphite' and provide 'what' for Graphite-format annotations.create_datasourceCreate a datasource. If type is ambiguous, call search_plugin_information first; install the plugin if needed. IMPORTANT: always call this tool twice. First call: provide only the type — the tool returns a field schema. After receiving the schema, you MUST ask the user for every required field value explicitly; do not infer or use defaults without user confirmation. Second call: provide the type, the display name in the top-level name argument, schemaReviewed=true, and the fields map populated with values confirmed by the user. Never handle credentials — remind the user to rotate any detected. Returns UID, health check, and a config page link.create_folderCreate a Grafana folder. Provide a title and optional UID. Returns the created folder.create_incidentCreate a new Grafana incident. Requires title, severity, and room prefix. Allows setting status, labels and custom fields. This tool should be used judiciously and sparingly, and only after confirmation from the user, as it may notify or alarm lots of people.create_snapshotCreate a Grafana snapshot from a full dashboard payload. Supports optional expiration and external snapshot fields.delete_annotationPermanently delete an annotation by ID. The annotation cannot be recovered afterwards.- +69 more on the listing page
Ready-to-paste client configs
Paste either block (or both) into your client config, e.g. claude_desktop_config.json or ~/.cursor/mcp.json. We only show a config when the install command is confirmed.
Altmetric MCP
{
"mcpServers": {
"altmetric-mcp": {
"command": "npx",
"args": [
"-y",
"altmetric-mcp"
],
"env": {
"ALTMETRIC_DETAILS_API_KEY": "YOUR_ALTMETRIC_DETAILS_API_KEY_HERE",
"ALTMETRIC_EXPLORER_API_KEY": "YOUR_ALTMETRIC_EXPLORER_API_KEY_HERE",
"ALTMETRIC_EXPLORER_API_SECRET": "YOUR_ALTMETRIC_EXPLORER_API_SECRET_HERE"
}
}
}
}
MCP Grafana
{
"mcpServers": {
"grafana-mcp-grafana": {
"command": "uvx",
"args": [
"mcp-grafana"
],
"env": {
"GRAFANA_URL": "YOUR_GRAFANA_URL_HERE",
"GRAFANA_SERVICE_ACCOUNT_TOKEN": "YOUR_GRAFANA_SERVICE_ACCOUNT_TOKEN_HERE"
}
}
}
}
Frequently asked questions
Altmetric MCP is categorized under Monitoring and uses a local stdio subprocess. MCP Grafana belongs to Monitoring and uses a local stdio subprocess. Pick Altmetric MCP for monitoring work and MCP Grafana for monitoring.
Copy the mcpServers block from the config section on this page into your client's config (for example claude_desktop_config.json or ~/.cursor/mcp.json), then fully restart the client.
Altmetric MCP has no declared pricing — check the project's own site. MCP Grafana is listed as free. Auth: api key required. If a server needs environment variables such as API keys, define them under the env key in your client's MCP config.
Yes. MCP clients support multiple servers: add altmetric-mcp and grafana-mcp-grafana as separate keys in the same mcpServers object, and your assistant will call tools from either one.
On AllMCPs, Altmetric MCP has a quality signal of 59/100 (Good) with 2 views, 0 installs and 7 GitHub stars. MCP Grafana has 68/100 (Great) with 6 views, 0 installs and 3,580 GitHub stars.