MCP Server Quality Scores
Independent quality analysis of 46347 public MCP servers
Last updated 1 hour, 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46301 |
Sales MCP Server
Claim
Enables users to query enterprise sales data from a local SQLite database and i…
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| 46302 |
macos-control-mcp
Claim
Give AI agents eyes and hands on macOS.
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| 46303 |
MCP Shopify Admin Server
Claim
Exposes Shopify Admin API capabilities to LLMs, enabling product, order, custom…
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| 46304 |
sflight-mcp
Claim
Enables natural language querying of SAP flight data (airlines, flights, bookin…
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| 46305 |
MCP Security Tools Suite
Claim
Enables ethical security testing and attack surface management through SSL cert…
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| 46306 |
Monitors and analyzes GitHub repository health by detecting stale branches, old…
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| 46307 |
D-Tools MCP Server
Claim
A production-ready MCP server that connects AI assistants to the D-Tools System…
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| 46308 |
elevenlabs-call-mcp
Claim
Enables Poke to place real outbound phone calls using ElevenLabs Conversational…
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| 46309 |
seven-mcp
Claim
MCP server for the seven.io API, enabling SMS, voice, RCS messaging, and accoun…
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| 46310 |
context-diamond
Claim
Enables LLM agents to compress handoffs into structured, auditable context caps…
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| 46311 |
A policy-enforcing MCP sidecar that provides Gmail and Google Calendar tools, e…
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| 46312 |
Haloscan MCP Server
Claim
Enables SEO analysis by interacting with the Haloscan API, providing keyword re…
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| 46313 |
mcp-db-server
Claim
Enables querying PostgreSQL and MySQL databases using natural language, with RE…
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| 46314 |
OpenClaw MCP Server
Claim
Exposes your OpenClaw assistant to Claude Desktop via Streamable HTTP transport…
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| 46315 |
Context Pilot
Claim
MCP server providing persistent, searchable memory management for AI workflows,…
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| 46316 |
vault-memory
Claim
Local-first agentic knowledge layer over Obsidian notes, enabling MCP-aware age…
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| 46317 |
document-to-json-mcp
Claim
Convert PDFs to structured JSON. Extract invoices, bank statements, contracts, …
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| 46318 |
ffdecmcp
Claim
MCP wrapper for JPEXS Free Flash Decompiler (FFDec) that exposes SWF decompilat…
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| 46319 |
UniMCPSim
Claim
A universal MCP simulator that dynamically simulates API interfaces for various…
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| 46320 |
MCP Claude Hacker News
Claim
Enables Claude Desktop to interact with Hacker News, fetching articles, searchi…
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| 46321 |
Context Bridge
Claim
Enables repository context packing, file/symbol ranking, task-relevant selectio…
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| 46322 |
XSD Retrieval MCP Server
Claim
Enables users to retrieve, validate, and analyze XSD files from URLs or local p…
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| 46323 |
usa-npn-mcp-server
Claim
Enables querying and exporting phenology data from the USA National Phenology N…
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| 46324 |
Brave Search
Claim
Brave Search MCP — independent web index (no Google/Bing dependency)
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| 46325 |
mcp2
Claim
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| 46326 |
arxiv-retrive
Claim
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| 46327 |
academic-mcp
Claim
Unified academic search MCP server that searches open literature (arXiv, bioRxi…
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| 46328 |
mtl-trello-mcp
Claim
Enables managing Trello boards, lists, cards, labels, and members through natur…
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| 46329 |
resume-parser-ai-mcp
Claim
resume-parser-ai-mcp MCP server by MEOK AI Labs
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| 46330 |
MCP keyword search
Claim
A Model Context Protocol server that enables keyword search within files, retur…
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| 46331 |
Generates comprehensive API test plans (positive, negative, and boundary/edge c…
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| 46332 |
tvcontrol
Claim
TVControl by Ferrox Labs — TradingView MCP System. AI remote control for Tradin…
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| 46333 |
code-reviewer-ai-mcp
Claim
code-reviewer-ai-mcp MCP server by MEOK AI Labs
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| 46334 |
Sign AI output for EU AI Act + FRE 902 compliance, verify content authenticity …
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| 46335 |
Minimal demo of Entra ID authentication with MCP and HTTP+SSE transport, using …
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| 46336 |
Figma AI Bridge
Claim
Enables AI assistants to control Figma in real-time through Model Context Proto…
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| 46337 |
Provides custom tools to the Gemini model for spatially grounding responses usi…
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| 46338 |
@cynicalsally/cli
Claim
Provides brutally honest code reviews, explanations, and refactoring suggestion…
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| 46339 |
MCP server enabling LLMs to interact with Anki flashcard software through AnkiC…
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| 46340 |
Android MCP
Claim
Enables full Android control from any AI agent via 7 MCP tools, including scree…
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| 46341 |
Pactus
Claim
Pactus is an MCP server for parsing and validating ISO 20022 payment messages d…
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| 46342 |
Market Fiyatı MCP Server
Claim
A Model Context Protocol server for querying Turkish market prices, comparing p…
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| 46343 |
filesystem-mcp-server
Claim
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| 46344 |
osu! MCP
Claim
MCP server exposing the osu! API v2: player stats, scores, beatmap search, rank…
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| 46345 |
trello-mcp
Claim
Enables AI assistants to manage Trello boards, lists, cards, comments, checklis…
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| 46346 |
Integrate the Trasty API with your agents to access monthly usage data seamless…
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| 46347 |
JEFit MCP Server
Claim
Enables analysis and retrieval of JEFit workout data through natural language. …
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