MCP Server Quality Scores
Independent quality analysis of 69135 public MCP servers
Last updated 3 hours, 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 56501 |
agent-mesh
Claim
Provides a messaging multiplexer for agents using Redis streams, allowing Claud…
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| 56502 |
AgentPay Pharos
Claim
A drop-in MCP skill that gives AI agents a real on-chain wallet on Pharos — che…
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| 56503 |
mcp-server
Claim
Provides AI-powered tools for querying customer and order analytics, enabling o…
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| 56504 |
getMe MCP Server
Claim
An MCP server that exposes getMe key-value operations as MCP tools
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| 56505 |
Full-MCP-QA
Claim
Exposes the qa_agent_status tool that reports configured integrations and the l…
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| 56506 |
RTIdeas MCP API Server
Claim
Converts a local MCP server into a remote HTTP-accessible REST API server with …
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| 56507 |
ship-it-mcp
Claim
Enables to interact with GitHub repositories directly from Claude, supporting a…
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| 56508 |
swsd-mcp
Claim
MCP server for SolarWinds Service Desk (SWSD/Samanage) enabling reading and mod…
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| 56509 |
Enables AI coding assistants to manage Alibaba Cloud databases by creating inst…
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| 56510 |
Google Tasks MCP Server
Claim
Enables AI agents to securely authenticate with Google Tasks and perform full C…
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| 56511 |
researcher
Claim
Fast AI research agent in Rust that plans sub-questions, searches the web, scra…
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| 56512 |
MotionSpec
Claim
Hallucination-proof scroll motion: LLM writes validated specs, deterministic GS…
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| 56513 |
CodeWiki MCP Server
Claim
Integrates with Google CodeWiki to search, fetch, and cache documentation for G…
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| 56514 |
expense-tracker
Claim
Enables natural language expense logging, parsing amounts, currencies, and date…
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| 56515 |
gotoHuman MCP Server
Claim
Enables AI agents to request human approvals with customizable forms, webhooks,…
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| 56516 |
Bulwark
Claim
AI agent governance: content scanning, audit logs, policy evaluation, session m…
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| 56517 |
ChatSQL MCP Server
Claim
Enables natural language queries to PostgreSQL by converting questions to SQL u…
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| 56518 |
ai-distiller-mcp
Claim
Provides filesystem access to Claude via the MCP protocol, enabling local file …
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| 56519 |
Enables AI agents to make micropayments using USDC on Solana via the x402 proto…
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| 56520 |
gift-cards
Claim
Buy gift cards, mobile top-ups, and eSIMs from 10,001+ brands across 180 countr…
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| 56521 |
Creator ROI, video conversion, trends, affiliate, and social commerce intellige…
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| 56522 |
agent-computer-use-mcp
Claim
Local MCP server for Gateway-managed computer use that exposes computer.* tools…
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| 56523 |
@bsv/simple MCP Server
Claim
Provides AI agents with knowledge and code generation tools for building BSV bl…
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| 56524 |
Markets in Crypto-Assets (MiCA) Regulation (EU) 2023/1114 compliance for EU cry…
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| 56525 |
grepsense
Claim
Provides two-modal code search (lexical via Zoekt and semantic via ChromaDB emb…
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| 56526 |
near-liquid-staking
Claim
A Model Context Protocol (MCP) server for interacting with liquid staking proto…
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| 56527 |
mcp-propublica-nonprofit
Claim
Enables querying nonprofit organization data through the ProPublica Nonprofit E…
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| 56528 |
KubeGuard MCP Server
Claim
Enables security analysis of Kubernetes Role configurations using LLM-assisted …
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| 56529 |
Baasix MCP Server
Claim
Enables to interact with Baasix Backend-as-a-Service operations including schem…
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| 56530 |
influx-timeseries-mcp
Claim
A selective, aggregation-first MCP server for InfluxDB v2 that bounds output an…
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| 56531 |
Ultra Debugger
Claim
Enables comprehensive JavaScript code analysis and debugging using ESLint and c…
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| 56532 |
FlowState MCP
Claim
An MCP server that preserves and recalls work context, enabling users to log se…
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| 56533 |
On-brand image generation (product shots, app icons, OG cards, sprites) for AI …
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| 56534 |
GoHighLevel MCP Server
Claim
Enables LLMs to read conversations, send messages, create tasks, and manage cal…
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| 56535 |
blastp_mcp
Claim
Wraps NCBI BLAST+ blastp into a FastMCP service for auditable protein homology …
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| 56536 |
mcp-feedback-enhanced
Claim
Establishes feedback-oriented development workflows with Web UI and desktop app…
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| 56537 |
idontcare
Claim
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| 56538 |
Perplexity Web MCP
Claim
Enables AI agents and users to query Perplexity AI's premium models (GPT-5.4, C…
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| 56539 |
Zen MCP Server
Claim
Gives Claude Desktop access to multiple AI models (Gemini, OpenAI, OpenRouter, …
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| 56540 |
mcp-x402-accept
Claim
Self-hosted MCP proxy that puts an x402 paywall in front of an existing MCP ser…
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| 56541 |
NerdExam
Claim
Search 2,700+ IT certification practice exams from Microsoft, Cisco, CompTIA, A…
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| 56542 |
Enables external reconnaissance activities including DNS enumeration, subdomain…
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| 56543 |
PDF Inline Image RAG MCP
Claim
Builds searchable SQLite databases from PDFs, preserving inline image locations…
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| 56544 |
Automates job application tracking and resume/cover letter generation using AI,…
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| 56545 |
nowcerts-mcp
Claim
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| 56546 |
contextsliver
Claim
An MCP server that indexes codebases into a local graph and provides on-demand …
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| 56547 |
MCP server for opening files in Windows applications, including Microsoft Edge …
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| 56548 |
GitCode MCP Server
Claim
MCP server for the GitCode API, enabling AI assistants to interact with GitCode…
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| 56549 |
mcp-server-imap
Claim
Email tools for any IMAP/SMTP provider: list, read, search, send, and manage me…
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| 56550 |
mcp-all-in-one
Claim
A modular monolith MCP server connecting multiple providers (Redash, PostgreSQL…
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