MCP Server Quality Scores
Independent quality analysis of 59573 public MCP servers
Last updated 2 hours, 10 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 59501 |
solx402-mcp-server
Claim
Discover and consume x402-enabled services on Solana with seamless USDC payment…
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| 59502 |
Enables secure remote access to a Playwright-based MCP server with authenticati…
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| 59503 |
AdCraft MCP Server
Claim
Enables AI-powered generation of platform-optimized ad copy for Facebook, Googl…
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| 59504 |
MemoryIQ
Claim
Enables AI tools to access and contribute to shared semantic memory, supporting…
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| 59505 |
OpenAlex MCP Server
Claim
Enables AI agents to search and analyze OpenAlex scholarly database for OSINT r…
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| 59506 |
Provides comprehensive development tools for FastMCP projects including documen…
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| 59507 |
jarvis-market-signals
Claim
Live crypto market signals for AI agents: perp liquidations, funding, OI positi…
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| 59508 |
Bridges Claude Code and Google's Gemini AI models to enable AI-to-AI collaborat…
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| 59509 |
biomarker-ranges
Claim
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| 59510 |
is-bankasi-mcp
Claim
MCP server for Isbank (Is Bankasi) developer API (Turkey). Enables access to ac…
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| 59511 |
memocean-mcp
Claim
Local-first AI Memory MCP server for AI agents to search and manage knowledge s…
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| 59512 |
CC Web MCP
Claim
Provides web search and page fetching tools for third-party models (e.g., DeepS…
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| 59513 |
SnapBack MCP Server
Claim
Enables AI-powered code safety analysis including risk detection, secret scanni…
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| 59514 |
trust-chain-mcp
Claim
Trust Chain MCP server. Tools: create trust anchor, verify chain, add attestati…
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| 59515 |
uuid-ai-mcp
Claim
AI-powered uuid ai MCP server for agents. Supports generate uuid, parse uuid, g…
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| 59516 |
Password strength evaluation API for AI agents. Score 0-100 with entropy bits, …
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| 59517 |
An MCP server designed to work with FFmpeg for media processing tasks, offering…
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| 59518 |
FastAPI Docs MCP Server
Claim
Provides AI assistants with real-time access to FastAPI documentation, enabling…
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| 59519 |
Bright Data MCP Server
Claim
Enables AI agents to browse and extract data from any public website via Bright…
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| 59520 |
firmware-attestation-mcp
Claim
Firmware Attestation MCP — hardware trust layer for sovereign AI. Scan firmware…
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| 59521 |
carbon-cashmere-mcp
Claim
Crypto intelligence MCP: 104 tools for market data, ML signals, on-chain analyt…
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| 59522 |
Langclaw CROO Agent
Claim
A paid callable research agent that provides source-backed reports, onchain int…
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| 59523 |
T1/T2 Protocol
Claim
Caller-side T1/T2 heterogeneous validation MCP server. Stdlib-only Python.
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| 59524 |
MCP Reddit Server
Claim
Enables AI assistants to interact with Reddit by searching subreddits, retrievi…
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| 59525 |
OCR (Optical Character Recognition) API for AI agents. Extract text from images…
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| 59526 |
mcp-data-boston
Claim
Enables querying City of Boston open data through the CKAN API, providing acces…
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| 59527 |
mcp-serverman
Claim
Enables LLMs to manage MCP server configurations, including listing, enabling, …
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| 59528 |
Duckle MCP Server
Claim
Duckle ships its own Model Context Protocol server, so Claude can browse the fu…
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| 59529 |
MikroMCP
Claim
MCP server for MikroTik RouterOS: typed tools, dry-run, RBAC, audit logs, and r…
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| 59530 |
faker-server
Claim
Provides tools for generating fake data using Faker.js, including person, lorem…
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| 59531 |
google-research-mcp
Claim
Implements Anthropic's multi-agent research architecture with subagent spawning…
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| 59532 |
loomiomcp
Claim
Loomio tools for Claude. Local install via npx, org-wide via Custom Connectors.…
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| 59533 |
telegram-ask-mcp
Claim
Enables Claude to send questions via Telegram and receive answers from your pho…
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| 59534 |
blender-chatgpt-mcp
Claim
An MCP server that enables AI assistants like Codex or ChatGPT to inspect and c…
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| 59535 |
company-gi
Claim
Gibraltar company tools: corporate tax, compliance deadlines, and PDF form gene…
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| 59536 |
HRizzle-HR-Assist
Claim
MCP-based HR automation tool that streamlines employee onboarding, leave manage…
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| 59537 |
Docmost MCP Server
Claim
Enables AI agents to search, create, modify, and organize documentation pages a…
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| 59538 |
AI-powered vector knowledge graph MCP server for agents. Supports add node, add…
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| 59539 |
Tripuck
Claim
Tripuck — Flight Meta-Search & Meeting Point..
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| 59540 |
mcp
Claim
Create content and test it on a real audience — neuroflash Digital Twins inside…
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| 59541 |
StackSherpa
Claim
Compare API providers based on real-time pricing, performance benchmarks, and k…
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| 59542 |
test_zikim
Claim
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| 59543 |
mcp-semgrep-scanner
Claim
Run Semgrep static analysis from an AI agent. OWASP top 10, secrets detection, …
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| 59544 |
CUA MCP Server
Claim
Enables autonomous desktop automation by delegating tasks to vision-based agent…
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| 59545 |
TelegramLens
Claim
A local MCP server that structures stock mentions and narrative flows from Tele…
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| 59546 |
knowledge-mcp
Claim
Serves locally stored knowledge bases (e.g., Trading-Knowledge, Bug-Bounty-Know…
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| 59547 |
Enables AI-driven SOC investigations by providing automated Splunk querying, th…
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| 59548 |
Perplexity Server
Claim
Integrate AI-powered research capabilities seamlessly. Perform web searches, re…
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| 59549 |
ScrapeGraphAI
Claim
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| 59550 |
Rootstock MCP Server
Claim
A backend service that enables seamless interaction with the Rootstock blockcha…
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