MCP Server Quality Scores
Independent quality analysis of 69419 public MCP servers
Last updated 6 hours, 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37601 |
Enables AI tools to interact with Firefly III personal finance manager through …
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| 37602 |
Capture MCP Server
Claim
Integrates SAM.gov, USASpending.gov, and Tango APIs to enable natural language …
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| 37603 |
bird-id-mcp
Claim
Identifies bird species from images using YOLO detection and ConvNeXt classific…
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| 37604 |
Boilerplate MCP Server
Claim
A foundation for developing custom Model Context Protocol servers in TypeScript…
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| 37605 |
regulationsil
Claim
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| 37606 |
Checks domain availability for registration using RDAP APIs, supporting .com an…
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| 37607 |
mcp-vuln-probe
Claim
A security probe MCP server for auditing KServe container runtime security with…
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| 37608 |
Bitbucket MCP Server
Claim
An MCP server that provides tools for interacting with the Bitbucket API, suppo…
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| 37609 |
siteone-mcp-server
Claim
Enables SEO auditing and site analysis by crawling websites, identifying issues…
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| 37610 |
@veeemlab/itglue-mcp
Claim
An MCP server for IT Glue that provides 56 tools for managing organizations, co…
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| 37611 |
Glyphs MCP
Claim
A Model Context Protocol server for Glyphs that exposes font‑specific tools to …
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| 37612 |
pulsefeed-x402-mcp
Claim
Before an AI agent pays an x402 endpoint, checks whether it's safe to pay: live…
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| 37613 |
portainer-mcp
Claim
Enables AI assistants to manage Portainer container environments through natura…
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| 37614 |
Ollama MCP Wrapper
Claim
Enables AI agents to interact with local Ollama models for text generation and …
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| 37615 |
Colab Drive MCP
Claim
Synchronize Colab notebook files through Google Drive without executing noteboo…
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| 37616 |
auxiliar-mcp
Claim
Eval-backed discovery for the auxiliar.ai gateway — the best web-access provide…
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| 37617 |
Salesforce MCP Server
Claim
Enables lead management and permission set assignment in Salesforce through nat…
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| 37618 |
copper-mountain-vna-mcp
Claim
Enables AI agents to control Copper Mountain Vector Network Analyzers over TCP/…
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| 37619 |
selectel-mcp
Claim
An MCP server that gives an AI agent controlled access to a Selectel cloud acco…
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| 37620 |
AI Image Analysis MCP
Claim
AI-powered image analysis using Google Gemini 2.0 Flash with enterprise securit…
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| 37621 |
A Model Context Protocol (MCP) server that provides tools to interact with the …
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| 37622 |
Cisco Meraki MCP Server
Claim
Enables intelligent troubleshooting, monitoring, and configuration of Cisco Mer…
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| 37623 |
@hasna/domains
Claim
MCP server for domain portfolio management, registrar operations, marketplace, …
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| 37624 |
androidcliagentgate-mcp
Claim
Remote MCP for Android CLI agent build gate, structured receipts, audit logs, a…
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| 37625 |
blipr-mcp
Claim
Enables AI agents to send push alerts to your phone via Blipr, useful for notif…
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| 37626 |
myscrape
Claim
A self-contained web-research MCP server that lets local LLM agents search, fet…
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| 37627 |
mcp-server-quest
Claim
Comprehensive quest orchestration system with KĀDI broker integration, multi-ch…
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| 37628 |
Google Drive MCP Server
Claim
MCP server for interacting with Google Drive using a service account, restricte…
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| 37629 |
DCC-MCP-IPC
Claim
Multi-protocol IPC adapter layer for integrating DCC software (Maya, Houdini, B…
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| 37630 |
jupyter-book-writer
Claim
Automates Jupyter Book notebook creation by fixing common rendering issues (bol…
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| 37631 |
agentkeys-mcp
Claim
Enables AI agents to securely manage API credentials and make proxied API calls…
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| 37632 |
holmesgpt-runbook-mcp
Claim
MCP server for HolmesGPT that provides runbook search, gap detection, AI-assist…
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| 37633 |
@just-jelly/mcp-server
Claim
MCP server for Zama's fhEVM that provides tools to scaffold, compile, deploy, t…
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| 37634 |
knowbe4-mcp
Claim
MCP server for KnowBe4 — security awareness training, phishing simulation, and …
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| 37635 |
gareev-app-mcp
Claim
AI-powered MCP server for managing a Supabase Upload App, enabling blog posts, …
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| 37636 |
sanitycheck-mcp
Claim
Enables AI agents to check the health of internet infrastructure and specific s…
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| 37637 |
nwtools-mcp
Claim
Provides accurate IPv4 subnet and address tools for LLMs using Python's ipaddre…
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| 37638 |
arcgis-longview
Claim
Access City of Longview, Texas open geospatial data (parcels, zoning, public wo…
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| 37639 |
Co Reading Kit
Claim
A low-token human-AI co-reading MCP tool that imports local EPUB/TXT/Markdown b…
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| 37640 |
MCP server for AI job search — find jobs, track applications, get alerts. Claud…
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| 37641 |
DataNexus MCP
Claim
Provides AI-ready access to US/UK nonprofit data and OSS vulnerability intellig…
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| 37642 |
gpt-codex-handoff
Claim
Enables Codex to delegate decision-making to an OpenAI reviewer for structured …
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| 37643 |
Mind Cloud
Claim
Persistent memory infrastructure for AI systems, running on Cloudflare's edge n…
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| 37644 |
Enables AI image generation, editing, and upscaling via Google Gemini and Image…
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| 37645 |
@kaminari-ad/mcp
Claim
Lets AI agents launch scans, inspect results, manage campaigns and policies, an…
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| 37646 |
OurFamilyWizard MCP
Claim
A Model Context Protocol server that connects Claude to OurFamilyWizard, giving…
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| 37647 |
MedAdapt Content Server
Claim
A specialized MCP server for Claude Desktop that enhances AI-assisted medical l…
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| 37648 |
Pusher Channels
Claim
Trigger events, query channels, and manage realtime messaging on Pusher Channel…
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| 37649 |
whatsapp-mcp-assistant
Claim
MCP server that exposes a real WhatsApp account to Cursor through safe, approva…
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| 37650 |
claude-code-mcp
Claim
Streamline development by automating code generation and fixes, file operations…
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