MCP Server Quality Scores
Independent quality analysis of 69343 public MCP servers
Last updated 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41701 |
Markdown rendering API for AI agents. Convert Markdown to fully styled HTML wit…
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| 41702 |
Enables AI assistants to search for and book hotels via the Amadeus Travel API,…
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| 41703 |
BudgetBakers MCP Server
Claim
Integrates Claude with the BudgetBakers Wallet API to access financial data inc…
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| 41704 |
matrixscroll
Claim
A trust-first repository copilot to audit signed commit provenance, preview edi…
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| 41705 |
Sarvam-MCP
Claim
A lightweight MCP server empowering LLM clients with Indic language processing:…
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| 41706 |
Summarizes Slack activity and GitLab merge requests with OpenAI to help generat…
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| 41707 |
Apple Ads MCP
Claim
MCP server exposing the full Apple Ads (Search Ads) Campaign Management API v5 …
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| 41708 |
An MCP server for API discovery and execution with a token-efficient search -> …
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| 41709 |
Agentic News
Claim
AI-powered news intelligence via MCP. 21 tools for personalized monitoring — cr…
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| 41710 |
memory_plus
Claim
Provides persistent, searchable structured memory management for AI agents, wit…
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| 41711 |
Moodle-MCP
Claim
Enables retrieval of upcoming events from Moodle LMS via the Model Context Prot…
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| 41712 |
powerlab
Claim
Turn a PowerLab homelab/enterprise host into a structured, agent-driven surface…
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| 41713 |
RHOAI Observability MCP
Claim
Provides AI assistants with direct access to Red Hat OpenShift AI observability…
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| 41714 |
PromptGuard
Claim
Scan prompts for injection attacks, redact PII, and audit LLM SDK usage from an…
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| 41715 |
anthropic-admin-mcp
Claim
Native MCP server for the Anthropic Admin API: org, workspaces, members, API ke…
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| 41716 |
Greybeam MCP
Claim
A single MCP server that lets agents query data through the Greybeam routing la…
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| 41717 |
MCP server for Amazon SP-API - real-time inventory health, sales metrics, and p…
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| 41718 |
aimo-smithery-mcp
Claim
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| 41719 |
mirofish-mcp-server
Claim
MCP server that connects AI clients to a local MiroFish instance for document-d…
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| 41720 |
graphlens-mcp
Claim
Semantic code graph MCP server for coding agents
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| 41721 |
Audiobookshelf MCP
Claim
Inspect and safely operate Audiobookshelf libraries over MCP.
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| 41722 |
user-review-mcp
Claim
Simulates harsh, fake user reviews to psychologically condition AI agents for e…
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| 41723 |
@createworker/mcp
Claim
MCP server for CreateWorker that lets you create and run tasks, manage knowledg…
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| 41724 |
Enable seamless time tracking and reporting for Azure DevOps work items by inte…
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| 41725 |
ohmyperf
Claim
Real-machine, real-browser web perf measurement with ~99% iframe coverage. LLM-…
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| 41726 |
mcp
Claim
Score agent manifests, generate CI workflows, and pull Clarx scan findings into…
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| 41727 |
renacer-psicologico
Claim
Solo lectura: tarifa vigente, colegiación del equipo y hubs del blog clínico de…
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| 41728 |
arcgis-glasgow
Claim
Enables querying Glasgow City Council GIS open geospatial datasets (parcels, zo…
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| 41729 |
backburner
Claim
Run long shell commands as background tasks: start them, keep working, collect …
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| 41730 |
dynamic-mcp
Claim
Dynamic MCP server for Node.js enabling runtime tool creation, management, and …
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| 41731 |
Sooshie MCP Server
Claim
Enables AI assistants to manage social media through Sooshie, including schedul…
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| 41732 |
fvtt-mcp-molten5e
Claim
Enables AI assistants to read and edit live D&D 5e Foundry VTT worlds and manag…
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| 41733 |
regulatory-webhook-mcp
Claim
MCP server for regulatory webhook. Features subscribe, get recent changes, chec…
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| 41734 |
Binary Banya
Claim
An MCP server offering 'treatments' for AI agents like context cleaning, critiq…
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| 41735 |
Exposes CAD design tools (box, cylinder, shell, etc.) via MCP, allowing AI agen…
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| 41736 |
Pairoa
Claim
Your AI meets theirs before you do — private matching for needs, offers, and op…
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| 41737 |
browserbase
Claim
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| 41738 |
context-index-mcp
Claim
A lightweight MCP server that maps keywords to file paths instantly using a JSO…
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| 41739 |
gitbook-mcp
Claim
MCP server that exposes 39 tools for GitBook API automation, enabling AI agents…
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| 41740 |
Upmind MCP Server
Claim
Enables management of Upmind platform products, categories, pricing, and bundle…
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| 41741 |
Office MCP Server
Claim
MCP server for Microsoft Office file operations. Read, write, and create Excel,…
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| 41742 |
linkedin-marketing-mcp
Claim
Automates LinkedIn B2B marketing tasks such as profile search, company analysis…
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| 41743 |
Hashgrid DNA (local)
Claim
Search that learns from feedback, over text and images: embeds locally, sends D…
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| 41744 |
mcp-datetime
Claim
Provides current date and time in various formats including standard, Japanese,…
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| 41745 |
provenance
Claim
Stamp any data to the Markovian chain for a verifiable provenance receipt. Prov…
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| 41746 |
arrstack-mcp
Claim
An MCP server that gives AI assistants control over your Sonarr, Radarr, Prowla…
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| 41747 |
Agnes Image MCP Server
Claim
Enables text-to-image generation using Agnes Image 2.1 Flash via OpenAI-compati…
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| 41748 |
tailscale-blade-mcp
Claim
Enables AI agents to securely interact with Tailscale tailnets for device inven…
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| 41749 |
sanctionwise
Claim
Screens names against the official UK FCDO Sanctions List to identify possible …
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| 41750 |
skillsmp-mcp-lite
Claim
A lightweight MCP server that enables AI assistants to search and read skills f…
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