MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 2 hours, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36601 |
MCP Agentic AI Server
Claim
A dual-server MCP implementation with task-based AI processing using Google Gem…
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| 36602 |
google-docs-mcp
Claim
Enables AI agents to edit Google Docs via text anchors rather than character in…
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| 36603 |
hashline-mcp
Claim
An MCP server for precise, hash-referenced file editing that enables atomic edi…
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| 36604 |
MCP SPARQL Server
Claim
Enables AI assistants to query semantic data via SPARQL endpoints, with support…
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| 36605 |
timetta-mcp
Claim
MCP server that exposes the Timetta OData API as a universal query gateway, all…
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| 36606 |
PromptBin
Claim
Enables AI assistants to manage, store, and retrieve prompts through the Model …
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| 36607 |
craft-mcp-wrapper
Claim
Provides a unified MCP interface to search and read content from multiple Craft…
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| 36608 |
gwanggo-mcp
Claim
Enables AI agents to generate images and videos using 30+ models (Seedream, Sor…
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| 36609 |
MCP server for managing Nokia SR OS devices via gNMI (gRPC) from Claude Desktop.
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| 36610 |
Obsidian MCP Server
Claim
Enables Obsidian users to interact with various APIs through natural language b…
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| 36611 |
PubMed MCP Server
Claim
MCP server for searching PubMed scientific articles using NCBI E-utilities API.…
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| 36612 |
Surf MCP Server
Claim
Enables access to 86 crypto data endpoints from the Surf API, including market …
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| 36613 |
Godot MCP
Claim
Model Context Protocol server for Godot Engine providing 279 tools across 26 ca…
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| 36614 |
Solana token risk verdicts, rug checks & outcome labels for AI agents. Pay-per-…
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| 36615 |
Centrex MCP Server
Claim
Enables Claude to interact with the Centrex CRM & LOS API, providing direct acc…
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| 36616 |
Claude Chat MCP
Claim
Connects Claude Desktop to self-hosted enterprise tools such as Confluence, Jir…
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| 36617 |
noctua
Claim
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| 36618 |
@remember-md/mcp
Claim
Enables semantic search and retrieval from your local markdown brain (Remember.…
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| 36619 |
mcp-gdrive
Claim
Enables listing, searching, reading, writing, creating, and uploading files on …
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| 36620 |
RuleGraph
Claim
Rule-based arbitration for conflicting AI tool suggestions — resolves disagreem…
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| 36621 |
Reka Vision MCP Server
Claim
Enables AI agents to upload, index, search, and analyze videos through the Reka…
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| 36622 |
Enables interaction with Microsoft Outlook through a unified API, supporting to…
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| 36623 |
@prompthub/mcp
Claim
MCP server for PromptHub. Enables publishing, fetching, listing, updating, and …
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| 36624 |
@parserelay/mcp
Claim
Enables document parsing into structured, confidence-scored fields via the scan…
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| 36625 |
ultrahuman
Claim
Access Ultrahuman metrics to monitor sleep, recovery, steps, heart rate, HRV, t…
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| 36626 |
gRPC Invoke MCP
Claim
An MCP server for calling gRPC methods from AI agents, enabling them to inspect…
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| 36627 |
fe
Claim
Multi-site analytics for AI agents — GA4, Google Search Console, Cloudflare edg…
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| 36628 |
mcp-reddit-publisher
Claim
MCP server to publish on Reddit safely, with automated rule checking, dry-run m…
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| 36629 |
LabelBridge MCP
Claim
This MCP server enables human-in-the-loop semantic labeling by creating self-co…
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| 36630 |
antibrowser-mcp
Claim
Enables LLM agents to browse and interact with web pages using a stealth Chromi…
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| 36631 |
Priva-MCP
Claim
A man-in-the-middle MCP proxy that sits between Claude and an internal API, aut…
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| 36632 |
mcp-wordpress
Claim
A Model Context Protocol server that gives Claude (or any MCP-compatible LLM) d…
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| 36633 |
brave-devtools
Claim
MCP server that lets AI coding assistants control and inspect a live Brave brow…
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| 36634 |
Shirabe Calendar API
Claim
Japanese calendar API for AI agents. Provides Rokuyo (六曜), Rekichu (暦注), Eto (干…
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| 36635 |
odh-mcp-server
Claim
A FastMCP server that exposes hospitality data — accommodations, events, and ga…
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| 36636 |
MCP ArcGIS Chapel Hill
Claim
Enables querying and searching open geospatial datasets from the Town of Chapel…
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| 36637 |
mcp-server-mcpindex
Claim
Enables agents to discover, compare, and install other MCP servers using natura…
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| 36638 |
SupaUI MCP
Claim
Automatically generate a variety of UI components to improve development effici…
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| 36639 |
MCP Google Ads
Claim
Multi-account Google Ads MCP: campaigns, keywords, search terms, and ad perform…
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| 36640 |
yandex-metrica-mcp
Claim
Query Yandex Metrica analytics — reports, trends, metadata and raw log exports …
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| 36641 |
Habitify MCP Server
Claim
Enables AI assistants to integrate with the Habitify API for tracking habits, m…
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| 36642 |
db-mcp
Claim
Enables LLM agents to query databases with read-only access, while requiring hu…
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| 36643 |
Hopsworks MCP Server
Claim
Enables LLMs to interact with Hopsworks for platform management, feature store …
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| 36644 |
grok-mcp-server
Claim
Search X (formerly Twitter) in real-time from your AI assistant using xAI's Gro…
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| 36645 |
HRD-PIS MCP Server
Claim
Enables AI assistants to interact with the HRD-PIS API for HR profile managemen…
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| 36646 |
MCP Data Gateway
Claim
A unified data gateway MCP server that enables Claude to interact with multiple…
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| 36647 |
TickTick MCP
Claim
A remote MCP server that enables Claude to create and manage TickTick to-dos us…
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| 36648 |
ChatGPT2LocalBridge
Claim
Self-hosted MCP server that enables ChatGPT to access and operate on local proj…
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| 36649 |
randomaistuff
Claim
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| 36650 |
radio-browser-mcp
Claim
MCP server that enables natural language control of internet radio from Claude …
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