MCP Server Quality Scores
Independent quality analysis of 69135 public MCP servers
Last updated 3 hours, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 56451 |
mcp-llm-bridge
Claim
Centralized encrypted gateway that routes requests to 11+ LLM providers (API ke…
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| 56452 |
MCP Memory
Claim
Persistent memory server for AI assistants with semantic search and three-layer…
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| 56453 |
marketlens-llm-mcp
Claim
Enables product enrichment with sentiment analysis, category mapping, and attri…
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| 56454 |
MCP Server Kubernetes
Claim
Manages Kubernetes clusters through kubectl and Helm operations including pod c…
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| 56455 |
mcp_python_exec_server
Claim
Enables safe execution of Python code snippets within a sandboxed environment, …
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| 56456 |
data-process-mcp
Claim
An MCP server that exposes an OpenAPI interface matching tool via Streamable HT…
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| 56457 |
DocGraph
Claim
MCP server that indexes Markdown, Word, HTML, and PDF documents into a SQLite k…
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| 56458 |
skybridgepackager-mcp
Claim
A paid remote MCP for Skybridge, built to return verdicts, receipts, usage logs…
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| 56459 |
mcp-ai-agent-guidelines
Claim
A TypeScript ESM MCP server exposing 20 public instruction tools and 7 utility …
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| 56460 |
Cinevva Game Creator
Claim
Drive a live Cinevva game session: edit game files, import CC0 assets, preview …
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| 56461 |
mcp-stat-ee
Claim
Access Statistics Estonia (andmed.stat.ee) PxWeb data without API key. Enables …
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| 56462 |
CS-MCP
Claim
Enables natural language control of Cobalt Strike (version 4.8) via Claude, sup…
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| 56463 |
seedream-mcp
Claim
Enables creating, polling, and checking pricing for Seedream image generation t…
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| 56464 |
Two Minute Reports
Claim
Analyse SEO, PPC, E-Commerce from 30+ marketing sources.
Connect to your marke…
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| 56465 |
media-context-mcp
Claim
Give your AI assistant eyes and ears — analyze any video, audio, or image, enti…
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| 56466 |
obsidian-kb
Claim
Git-backed MCP server for creating and maintaining an Obsidian-style markdown k…
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| 56467 |
tartarus-mcp
Claim
A local-first MCP memory server providing persistent, searchable memory for AI …
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| 56468 |
MySQL MCP Server
Claim
Enables Cursor IDE to interact with MySQL databases through schema and data ope…
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| 56469 |
TradingView MCP Jackson
Claim
An MCP server that connects to TradingView Desktop via Chrome DevTools Protocol…
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| 56470 |
DataBento MCP Server
Claim
Provides professional market data access via DataBento API, including real-time…
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| 56471 |
VisiblyAI MCP Server
Claim
Provides SEO tools for Claude Code, including free local tools and paid API-pow…
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| 56472 |
Microsoft SQL Server
Claim
Read-only MCP for Microsoft SQL Server: metadata discovery, parameterized SELEC…
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| 56473 |
StackSherpa
Claim
Compare API providers based on real-time pricing, performance benchmarks, and k…
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| 56474 |
MCP OCI Registry Server
Claim
A Model Context Protocol (MCP) server for querying OCI container registries. Pr…
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| 56475 |
clicksend-mcp-server
Claim
MCP for ClickSend.
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| 56476 |
threadr-mcp
Claim
An MCP server that provides AI agents with full Reddit API capabilities includi…
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| 56477 |
sysinternals-mcp
Claim
FastMCP wrapper for Sysinternals CLI tools, enabling system diagnostics like pr…
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| 56478 |
My First MCP Server
Claim
Provide a simple and easy-to-run MCP server implementation that supports stdio …
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| 56479 |
HTTP header security analysis API for AI agents. Analyze response headers for a…
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| 56480 |
Transpile Rust code to POSIX-compliant shell scripts with formal correctness gu…
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| 56481 |
VibeGuard MCP
Claim
Enables policy-style auditing of content through the audit_vibe MCP tool to enf…
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| 56482 |
mcp-serverman
Claim
Enables LLMs to manage MCP server configurations, including listing, enabling, …
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| 56483 |
EX MCP Server
Claim
Provides unified development tools including code analysis, debugging, refactor…
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| 56484 |
personal-mail-mcp
Claim
A local MCP server that connects Codex to Microsoft Graph and Gmail for reading…
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| 56485 |
ASCII Table MCP Server
Claim
MCP server for generating properly aligned ASCII, Unicode box-drawing, and Mark…
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| 56486 |
Guarded MCP Agent
Claim
Enables note management (create, read, update, delete) with a policy engine for…
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| 56487 |
notion-full-mcp
Claim
Full-featured Notion MCP server enabling deep page reading, block editing, snap…
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| 56488 |
Decixa MCP Server — intent-driven API discovery and selection for AI agents.
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| 56489 |
engineering-board
Claim
Repository-owned engineering pattern intelligence - 15 MCP tools over stdio.
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| 56490 |
knowledge_mgmt
Claim
Enables uploading, organizing, and semantically searching documents with suppor…
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| 56491 |
My MCP Server
Claim
A basic MCP server for testing with echo, datetime, and calculator tools.
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| 56492 |
Masumi Agent Manager
Claim
Connects AI clients to decentralized agent discovery, hiring, monitoring, and p…
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| 56493 |
composer-trade-mcp
Claim
Enables MCP-enabled LLMs to create, backtest, and trade automated investing str…
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| 56494 |
Vibe.co MCP Server
Claim
Enables AI assistants to interact with the Vibe CTV/streaming advertising platf…
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| 56495 |
AI email inbox and sending tools with attachments, search, live events, and web…
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| 56496 |
swagger-json-mcp
Claim
A powerful MCP server for querying and processing large Swagger/OpenAPI JSON do…
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| 56497 |
GDS MCP
Claim
Exposes Levit design system (GDS) metadata to AI coding tools, enabling queries…
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| 56498 |
Adaptyv Foundry MCP
Claim
Exposes the Adaptyv Foundry protein characterization API as MCP tools, enabling…
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| 56499 |
esim-mcp-server
Claim
Lets AI agents search and buy travel eSIMs from ALT eSIM for 200+ destinations,…
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| 56500 |
DicePDF
Claim
Local-first PDF tools for AI agents: merge, split, extract, render, compress. F…
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