MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32801 |
Weavy MCP Server
Claim
MCP server for automating Weavy.ai creative workflows. It provides tools to man…
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| 32802 |
Outline Wiki MCP Server
Claim
Enables LLMs to interact with Outline wiki for document management, search, col…
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| 32803 |
ISPW MCP Server
Claim
Enables LLMs to manage mainframe source code and deployment workflows via BMC C…
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| 32804 |
Twitter/X MCP Server
Claim
Connects AI assistants to Twitter/X using cookie-based authentication to read t…
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| 32805 |
apiclaw-api-server
Claim
Real-time Amazon data API built for AI agents. 200M+ products, 1B+ reviews, liv…
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| 32806 |
RAG In A Box MCP Server
Claim
Enables any MCP-compatible AI assistant to search, filter, and retrieve informa…
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| 32807 |
Spec-driven development workflow for AI agents: issue lifecycle, sessions, proj…
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| 32808 |
Okareo
Claim
Simulation, evaluation and monitoring for voice agents.
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| 32809 |
IDA Pro MCP Multi
Claim
Extends IDA Pro with multi-instance support and vulnerability scanning for AI-a…
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| 32810 |
AgentPay
Claim
AgentPay is the authorization layer between an AI agent and real spending. You …
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| 32811 |
LLM Jukebox MCP Server
Claim
Enables LLMs to search, download, and extract information from YouTube music vi…
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| 32812 |
TDX MCP Server
Claim
An MCP server that wraps the TeamDynamix Web API, enabling AI assistants to sea…
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| 32813 |
dockhand-mcp
Claim
Exposes the Dockhand Docker management API as tools for LLMs, enabling containe…
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| 32814 |
deep-research-mcp-server
Claim
Web search, clean page reading & one-call research dossiers for AI agents. No A…
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| 32815 |
koios-mcp
Claim
An MCP server that provides LLMs with access to 95 tools covering the Koios Car…
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| 32816 |
personal-context
Claim
Enables LLMs to access a user's personal writing context—voice, style, opinions…
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| 32817 |
@joinmassive/mcp-server
Claim
Gives AI agents real-time web access with JS rendering, captcha solving, and ge…
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| 32818 |
crowvault
Claim
327 dev tools via REST API and MCP. Generate Dockerfiles, schemas, K8s, APIs, a…
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| 32819 |
aether-developer
Claim
Hybrid search over SEC filings, earnings transcripts, and a third-party data ma…
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| 32820 |
MCP server for PDF generation using PDFKit
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| 32821 |
Run:AI MCP Server
Claim
Enables LLM agents to control NVIDIA Run:AI infrastructure by dynamically searc…
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| 32822 |
MCP server for Fabrx - Build APIs from documents in your IDE
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| 32823 |
Amper MCP Server
Claim
Enables natural language-driven DeFi operations including swaps, lending, bridg…
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| 32824 |
Celigo
Claim
Manage your Celigo integrator.io account: integrations, flows, connections, err…
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| 32825 |
pentest-mcp-server
Claim
Wraps common web penetration testing tools in a Docker container and exposes th…
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| 32826 |
mcp-amazon-sp-api
Claim
MCP server that exposes the Amazon Selling Partner API to Claude Desktop and an…
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| 32827 |
Deep code indexing for AI agents. SQLite FTS5 + tree-sitter + embeddings + MCP.
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| 32828 |
Indian macro-event and sector impact intelligence for MCP workflows.
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| 32829 |
pyramid-mcp
Claim
Exposes Pyramid web application endpoints as Model Context Protocol (MCP) tools…
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| 32830 |
restheart
Claim
The Agent-Ready Backend for MongoDB.
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| 32831 |
claude-real-video
Claim
Let any LLM actually watch a video: scene-aware keyframes plus a timestamped tr…
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| 32832 |
Govbase
Claim
Govbase provides U.S. federal policy data — search bills, executive orders, loo…
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| 32833 |
AAC-MCP
Claim
A TypeScript template for creating Model Context Protocol servers with stdio an…
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| 32834 |
agoradigest-mcp
Claim
MCP server that connects your AgoraDigest A2A agent to MCP-compatible clients, …
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| 32835 |
Football Atlas
Claim
The Laws of the Game and world football's major competitions, every claim cited…
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| 32836 |
MCP Spotify Server
Claim
A lightweight MCP server that enables AI assistants like Cursor and Claude to c…
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| 32837 |
mcp-xlsx-server
Claim
MCP server for reading and writing Excel (xlsx) files using SheetJS, providing …
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| 32838 |
screen-mcp
Claim
Captures screen, detects text regions, and runs OCR to return a compact JSON wi…
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| 32839 |
re-vtil
Claim
Lifts machine code to VTIL intermediate language and emits pseudo-C for VM hand…
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| 32840 |
shikamaru
Claim
Provably correct day-count, calendar, business-day, and schedule math, verified…
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| 32841 |
WinstonRedGuard monorepo bridge for MCP agents — governance, pipelines, memory,…
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| 32842 |
re-gdb
Claim
MCP server wrapping GDB and GEF for dynamic analysis, enabling interactive debu…
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| 32843 |
DiscreteRate
Claim
Run DRS demos (Fast-Slow Drain, Hamburger Duo, Valdez Tanker) and explore the p…
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| 32844 |
DNS and email security: check SPF, DKIM, DMARC, DNSSEC, DANE and build the reco…
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| 32845 |
lead-scoring-ai-mcp
Claim
lead-scoring-ai-mcp MCP server by MEOK AI Labs
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| 32846 |
Mako Metrics
Claim
Competitor Meta ads intelligence reports. List plans, create orders, Stripe che…
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| 32847 |
Mi-Mi-Mi MCP
Claim
Adds emotional reactions (emojis, text, sounds) to code generation in opencode,…
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| 32848 |
Clarity MCP Server
Claim
Enables Claude to query Microsoft Clarity analytics remotely via HTTP, with bea…
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| 32849 |
masnavi
Claim
Rumi's complete Masnavi (25,635 beyts) — search, quote, verify and explain. Fre…
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| 32850 |
Hypernatural
Claim
Create and edit AI videos from chat: plan shots, generate scenes, and export st…
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