MCP Server Quality Scores
Independent quality analysis of 64766 public MCP servers
Last updated 7 hours, 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40551 |
mcp_inventory
Claim
An MCP server for managing product inventory with SQLite, enabling CRUD operati…
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| 40552 |
Qdrant MCP Server
Claim
Enables interaction with Qdrant vector database for storing, searching, and man…
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| 40553 |
QR code generation API for AI agents. Generate QR codes from any text or URL: b…
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| 40554 |
TrueNAS AIops
Claim
Governed TrueNAS SCALE storage ops — 25 MCP tools with audit, budget, undo guar…
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| 40555 |
vidlens-mcp
Claim
YouTube intelligence layer for AI agents. 41 tools across 10 modules ; search, …
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| 40556 |
Bitbucket Server MCP
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Connects AI assistants to Bitbucket Server/Data Center for reviewing pull reque…
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| 40557 |
Flipper Zero MCP Server
Claim
Modular MCP server for interacting with a Flipper Zero from MCP-capable clients…
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| 40558 |
chatgpt-pro-mcp
Claim
An experimental guarded MCP bridge for Codex/open-ultrawork workflows, enabling…
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| 40559 |
odoo-mcp
Claim
Connects AI assistants to Odoo 19.0, enabling full CRUD operations and method c…
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| 40560 |
document-to-json-mcp
Claim
Convert PDFs to structured JSON. Extract invoices, bank statements, contracts, …
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| 40561 |
Integrates with Service Desk Plus Cloud API to enable AI assistants to manage I…
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| 40562 |
wasmagent-mcp-server
Claim
Code-mode MCP server (docs_search + execute_code two-tool surface) backed by a …
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| 40563 |
Weather, climate, terrain, fire and flood risk data for any point or polygon on…
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| 40564 |
TrendRadar
Claim
This MCP server is a hot news aggregator and push assistant that supports AI an…
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| 40565 |
Living Atlas MCP
Claim
Enables local tools to interact with a private-first knowledge graph, with full…
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| 40566 |
Vercel MCP Relay Server
Claim
Enables AI assistants to interact with the Vercel REST API to manage projects, …
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| 40567 |
courier-mcp
Claim
The official Model Context Protocol server for the Courier notification API. It…
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| 40568 |
video-vision-mcp
Claim
Analyze any video (local file or URL) into frames + transcript for Claude Code
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| 40569 |
C64 Debug MCP
Claim
Enables AI-powered control and debugging of Commodore 64 programs via the VICE …
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| 40570 |
Facilitates structured, step-by-step problem-solving using the Model Context Pr…
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| 40571 |
Unofficial read-only MCP server for your local WhatsApp chat history (stays on …
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| 40572 |
mev-history-mcp
Claim
Pay-per-call MCP server for checking MEV exposure, sandwich attacks, and pool M…
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| 40573 |
tron_mcp_server
Claim
MCP server for TRON blockchain integration, enabling AI assistants to check bal…
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| 40574 |
safe-sql-mcp
Claim
Enables read-only SQL database access for AI assistants, allowing schema explor…
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| 40575 |
SendPulse
Claim
Empower AI agents with SendPulse email, CRM, chatbot, SMTP, and course automati…
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| 40576 |
Experimental MCP service for Azure AI Search, enabling read and write operation…
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| 40577 |
tentra
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| 40578 |
teachermall-mcp
Claim
Enables natural language search of Teachermall products and provides smart reco…
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| 40579 |
mcp-server-imap
Claim
Email tools for any IMAP/SMTP provider: list, read, search, send, and manage me…
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| 40580 |
Phone numbers, SMS, 2FA capture, voice calls, and email for AI agents.
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| 40581 |
Provides MySQL database query capabilities through MCP protocol, enabling AI as…
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| 40582 |
courtreserve-mcp
Claim
MCP server for CourtReserve racquet-sports club management, enabling AI clients…
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| 40583 |
Connect Claude to your Redmine instance to search, browse, create and update is…
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| 40584 |
Enables interaction with Wildberries Finances API to retrieve financial reports…
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| 40585 |
choumai
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| 40586 |
Zepp Life MCP
Claim
MCP server that provides local caching, sync, and tools for Zepp Life health da…
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| 40587 |
CX Assistant MCP
Claim
Enables querying Cisco CX Assistant (production and stage) directly from Cursor…
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| 40588 |
Balladic
Claim
Work data synthesizer and project tracking platform seeking to close the gap be…
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| 40589 |
NmapMCP
Claim
Enables network scanning and reconnaissance tasks like port scanning, OS detect…
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| 40590 |
clianythingharness-mcp
Claim
A paid remote MCP for CLI tool MCP, built to return verdicts, receipts, usage l…
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| 40591 |
An MCP server that enables Claude and other LLM agents to manage and monitor Pe…
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| 40592 |
triage-agent-mcp
Claim
MCP server that guides an AI agent through stack trace triage, from raw error t…
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| 40593 |
Deployable MCP server on Cloudflare Workers without authentication, enabling AI…
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| 40594 |
@unfakable/mcp
Claim
Document verification MCP server enabling AI agents to verify file authenticity…
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| 40595 |
uniprot-mcp
Claim
Provides seamless access to UniProtKB protein data, enabling querying of protei…
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| 40596 |
Rytnow MCP Server
Claim
Enables AI assistants to interact with Rytnow project management platform, supp…
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| 40597 |
DHIS2 MCP Server
Claim
Connects DHIS2 health information systems to AI assistants via the Model Contex…
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| 40598 |
gong-nl-db-mcp
Claim
Enables read-only querying of the gong-nl-db Postgres database through natural …
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| 40599 |
obsidian-mcp
Claim
Bridges Obsidian vaults with MCP-compatible AI tools, enabling read/write/searc…
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| 40600 |
MCP Invoice Generator
Claim
Enables generation of PDF invoices via an MCP server, using Typst for typesetti…
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