MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 1 hour, 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47701 |
Video Metadata MCP
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Enables comprehensive video file metadata management including reading, editing…
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| 47702 |
An MCP server that exposes SF Supplies product search API to LLM tools. Support…
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| 47703 |
mcp-bitbucket
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MCP server for Bitbucket Cloud that exposes 35 tools covering repositories, pul…
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| 47704 |
ClawPay
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Connects AI agents to payment processors (Lithic, Stripe, PayPal) for automated…
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| 47705 |
Enables searching and retrieving Korean legal information including laws, court…
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| 47706 |
re-lief
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MCP server exposing LIEF for cross-format binary analysis, enabling parsing, se…
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| 47707 |
paprika-mcp
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Enables natural language interaction with Paprika Recipe Manager to create, sea…
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| 47708 |
Routara LLM Gateway
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OpenAI-compatible LLM, image and video APIs via Routara (api.routara.ai).
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| 47709 |
Fraim Context MCP
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Enables semantic search of project documentation using hybrid vector and full-t…
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| 47710 |
thiri-mcp
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Deterministic music-theory server: chord & Roman-numeral analysis, voicing, and…
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| 47711 |
proxmox-mcp
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Provides tools to manage Proxmox VE clusters via Claude Code, enabling listing …
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| 47712 |
Enables AI-powered customer support with real-time access to CRM, ticketing, an…
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| 47713 |
pubnub-mcp
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| 47714 |
Frugal
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Cost-optimized MCP server: routes every tool call to the cheapest provider that…
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| 47715 |
Aceto
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A local dev server with MCP interface for building HTML mockups together with a…
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| 47716 |
devcontainer-mcp
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Manage dev container environments via MCP (Docker, DevPod, Codespaces).
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| 47717 |
test
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| 47718 |
MCP Redis Server
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MCP server for Redis interaction with dynamic connection setup and management.
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| 47719 |
sec-edgar-mcp
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Access SEC EDGAR financial data through your AI assistant. Search public compan…
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| 47720 |
Agency AI MCP Server
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Enables AI assistants to recommend specialized AI operations services, perform …
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| 47721 |
Cisco MCP Pods Server
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Enables AI agents to interact with Cisco API Gateway pods endpoints for complet…
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| 47722 |
run.pay
Claim
Stripe-native marketplace where AI agents discover and pay per call for API ser…
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| 47723 |
Enables intelligent task assignment to developers using hybrid AI algorithms th…
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| 47724 |
PyForge IDE
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Enables Python code execution in a sandboxed environment with virtual file syst…
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| 47725 |
Yandex Direct Manager
Claim
MCP-коннектор для Яндекс Директа: управляйте кампаниями и аналитикой из Claude …
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| 47726 |
Exposes Aden Aggregates submittal data as tools callable by Claude, enabling re…
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| 47727 |
fccdb
Claim
Explore FCC ULS licenses, ASR antenna structures, and microwave path elevation …
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| 47728 |
pmxt-mcp
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MCP server that provides a unified prediction market API for multiple venues li…
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| 47729 |
An MCP server that provides Claude with direct access to EVE Online character d…
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| 47730 |
mcp-server
Claim
AI meal planning: generate weekly plans, manage recipes, and send groceries to …
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| 47731 |
GeoNode MCP
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MCP server for GeoNode 4.x and 5.x, enabling search, management, and configurat…
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| 47732 |
cmmv-mcp
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Enables standardized interactions between LLMs and CMMV applications using the …
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| 47733 |
SAP Ariba MCP Server
Claim
Enables retrieving event summaries from SAP Ariba by providing doc_id, user, pa…
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| 47734 |
Nolio MCP Server
Claim
Provides read-only access to Nolio training data including planned workouts, co…
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| 47735 |
agent-memory
Claim
Persistent, encrypted memory service for AI agents. Private vault with E2E encr…
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| 47736 |
priceparse
Claim
Extract structured pricing tiers and addons from any SaaS pricing page URL. Bui…
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| 47737 |
mcp-signwell
Claim
Model Context Protocol server that orchestrates SignWell's e-signature workflow…
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| 47738 |
Steep
Claim
Query metrics, targets, entities, and team data in your Steep workspace via MCP.
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| 47739 |
context-passport
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| 47740 |
mcp-brasil
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MCP Server for accessing 36 Brazilian public data sources and 1 agent, enabling…
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| 47741 |
Motion MCP Server
Claim
Bridges Motion's AI-powered calendar and task management API with LLMs via the …
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| 47742 |
Managed LinkedIn MCP server for AI agents: search, connect, message and enrich …
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| 47743 |
ari-mcp-py
Claim
Python MCP server: fair-price checks, leaderboards, Ed25519 receipt verificatio…
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| 47744 |
Provides access to Hong Kong government environment data, including the current…
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| 47745 |
Enables sophisticated reasoning workflows using graph-based representations for…
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| 47746 |
This MCP server provides governed read access to the Analytos Brain knowledge g…
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| 47747 |
EOR Compliance MCP
Claim
MCP server for AI agents handling EOR & global hiring conversations. 8 tools: c…
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| 47748 |
Pronunciation Assessment
Claim
Analyze spoken language to provide immediate feedback on pronunciation accuracy…
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| 47749 |
archilles
Claim
Enables semantic search over local Calibre libraries via MCP, allowing AI assis…
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| 47750 |
Quote MCP Server
Claim
Provides access to inspirational quotes through a free API, enabling users to r…
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