MCP Server Quality Scores
Independent quality analysis of 69135 public MCP servers
Last updated 4 hours, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 55601 |
MotionSpec
Claim
Hallucination-proof scroll motion: LLM writes validated specs, deterministic GS…
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| 55602 |
Full-MCP-QA
Claim
Exposes the qa_agent_status tool that reports configured integrations and the l…
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| 55603 |
RTIdeas MCP API Server
Claim
Converts a local MCP server into a remote HTTP-accessible REST API server with …
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| 55604 |
ship-it-mcp
Claim
Enables to interact with GitHub repositories directly from Claude, supporting a…
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| 55605 |
swsd-mcp
Claim
MCP server for SolarWinds Service Desk (SWSD/Samanage) enabling reading and mod…
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| 55606 |
researcher
Claim
Fast AI research agent in Rust that plans sub-questions, searches the web, scra…
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| 55607 |
ai-distiller-mcp
Claim
Provides filesystem access to Claude via the MCP protocol, enabling local file …
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| 55608 |
mcp-geracity
Claim
Smart city builder game MCP server by Gera Services. Build cities, earn GeraCoi…
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| 55609 |
gift-cards
Claim
Buy gift cards, mobile top-ups, and eSIMs from 10,001+ brands across 180 countr…
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| 55610 |
mcp-server
Claim
Provides AI-powered tools for querying customer and order analytics, enabling o…
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| 55611 |
agent-computer-use-mcp
Claim
Local MCP server for Gateway-managed computer use that exposes computer.* tools…
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| 55612 |
gotoHuman MCP Server
Claim
Enables AI agents to request human approvals with customizable forms, webhooks,…
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| 55613 |
ChatSQL MCP Server
Claim
Enables natural language queries to PostgreSQL by converting questions to SQL u…
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| 55614 |
Enables AI agents to make micropayments using USDC on Solana via the x402 proto…
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| 55615 |
Creator ROI, video conversion, trends, affiliate, and social commerce intellige…
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| 55616 |
FlowState MCP
Claim
An MCP server that preserves and recalls work context, enabling users to log se…
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| 55617 |
flightaware-mcp
Claim
MCP server for FlightAware AeroAPI that enables live flight tracking, airport b…
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| 55618 |
Baasix MCP Server
Claim
Enables to interact with Baasix Backend-as-a-Service operations including schem…
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| 55619 |
influx-timeseries-mcp
Claim
A selective, aggregation-first MCP server for InfluxDB v2 that bounds output an…
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| 55620 |
@bsv/simple MCP Server
Claim
Provides AI agents with knowledge and code generation tools for building BSV bl…
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| 55621 |
mcp-propublica-nonprofit
Claim
Enables querying nonprofit organization data through the ProPublica Nonprofit E…
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| 55622 |
grepsense
Claim
Provides two-modal code search (lexical via Zoekt and semantic via ChromaDB emb…
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| 55623 |
near-liquid-staking
Claim
A Model Context Protocol (MCP) server for interacting with liquid staking proto…
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| 55624 |
KubeGuard MCP Server
Claim
Enables security analysis of Kubernetes Role configurations using LLM-assisted …
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| 55625 |
Ultra Debugger
Claim
Enables comprehensive JavaScript code analysis and debugging using ESLint and c…
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| 55626 |
JuriBase
Claim
Busca e verifica jurisprudência brasileira real (+400 mil julgados) — anti-aluc…
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| 55627 |
Bruin
Claim
MCP server for AI agents to read, write, and organize notes in a local-first, h…
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| 55628 |
Perplexity Web MCP
Claim
Enables AI agents and users to query Perplexity AI's premium models (GPT-5.4, C…
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| 55629 |
Zen MCP Server
Claim
Gives Claude Desktop access to multiple AI models (Gemini, OpenAI, OpenRouter, …
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| 55630 |
blastp_mcp
Claim
Wraps NCBI BLAST+ blastp into a FastMCP service for auditable protein homology …
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| 55631 |
mcp-feedback-enhanced
Claim
Establishes feedback-oriented development workflows with Web UI and desktop app…
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| 55632 |
GoHighLevel MCP Server
Claim
Enables LLMs to read conversations, send messages, create tasks, and manage cal…
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| 55633 |
idontcare
Claim
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| 55634 |
apple-log-mcp
Claim
Local MCP server for Apple platform console, unified, and diagnostic logs. Enab…
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| 55635 |
MCP server for opening files in Windows applications, including Microsoft Edge …
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| 55636 |
AXF
Claim
Agent eXoskeleton Framework control plane for workspace-native agent capabiliti…
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| 55637 |
contextsliver
Claim
An MCP server that indexes codebases into a local graph and provides on-demand …
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| 55638 |
Enables external reconnaissance activities including DNS enumeration, subdomain…
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| 55639 |
NerdExam
Claim
Search 2,700+ IT certification practice exams from Microsoft, Cisco, CompTIA, A…
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| 55640 |
PDF Inline Image RAG MCP
Claim
Builds searchable SQLite databases from PDFs, preserving inline image locations…
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| 55641 |
Automates job application tracking and resume/cover letter generation using AI,…
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| 55642 |
nowcerts-mcp
Claim
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| 55643 |
facebook-pages-mcp
Claim
Facebook Pages organic analytics, post management, and insights via Meta Graph …
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| 55644 |
mcp-all-in-one
Claim
A modular monolith MCP server connecting multiple providers (Redash, PostgreSQL…
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| 55645 |
may-day
Claim
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| 55646 |
Free — no API key required. Enrich by domain or name. Country, contacts, social…
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| 55647 |
GitCode MCP Server
Claim
MCP server for the GitCode API, enabling AI assistants to interact with GitCode…
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| 55648 |
tiingo-mcp
Claim
An MCP server that wraps the Tiingo financial data API, enabling access to stoc…
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| 55649 |
MyMCP
Claim
Dynamically converts any OpenAPI v3 specification into a fully-functional Model…
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| 55650 |
Channels MCP Server
Claim
Enables AI assistants to autonomously investigate and manage Sophos Channel Ser…
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