MCP Server Quality Scores
Independent quality analysis of 69182 public MCP servers
Last updated 4 hours, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 51901 |
gr-scraper-mcp
Claim
Tracks live board game inventory on thegamerules.com by scraping the catalogue,…
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| 51902 |
geo-audit-mcp
Claim
MCP server for GEO site audits, checking 31 signals across 6 pillars and return…
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| 51903 |
FFmpeg Python MCP Server
Claim
Enables AI assistants to perform video and audio processing tasks such as forma…
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| 51904 |
Versatile-Mcp
Claim
A modular MCP server that provides AI agents with cognitive memory, local syste…
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| 51905 |
Icypeas
Claim
Icypeas is a suite of APIs designed to programmatically source, verify, and enr…
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| 51906 |
Git MCP Server
Claim
A secure and scalable Git MCP server giving AI agents powerful version control …
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| 51907 |
swiss-statistics-mcp
Claim
Provides AI-native access to Swiss Federal Statistical Office datasets through …
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| 51908 |
agent-mesh
Claim
Provides a messaging multiplexer for agents using Redis streams, allowing Claud…
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| 51909 |
AgentPay Pharos
Claim
A drop-in MCP skill that gives AI agents a real on-chain wallet on Pharos — che…
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| 51910 |
Enables AI coding assistants to manage Alibaba Cloud databases by creating inst…
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| 51911 |
MotionSpec
Claim
Hallucination-proof scroll motion: LLM writes validated specs, deterministic GS…
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| 51912 |
expense-tracker
Claim
Enables natural language expense logging, parsing amounts, currencies, and date…
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| 51913 |
ship-it-mcp
Claim
Enables to interact with GitHub repositories directly from Claude, supporting a…
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| 51914 |
swsd-mcp
Claim
MCP server for SolarWinds Service Desk (SWSD/Samanage) enabling reading and mod…
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| 51915 |
researcher
Claim
Fast AI research agent in Rust that plans sub-questions, searches the web, scra…
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| 51916 |
CodeWiki MCP Server
Claim
Integrates with Google CodeWiki to search, fetch, and cache documentation for G…
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| 51917 |
Google Tasks MCP Server
Claim
Enables AI agents to securely authenticate with Google Tasks and perform full C…
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| 51918 |
ai-distiller-mcp
Claim
Provides filesystem access to Claude via the MCP protocol, enabling local file …
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| 51919 |
gift-cards
Claim
Buy gift cards, mobile top-ups, and eSIMs from 10,001+ brands across 180 countr…
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| 51920 |
gotoHuman MCP Server
Claim
Enables AI agents to request human approvals with customizable forms, webhooks,…
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| 51921 |
ChatSQL MCP Server
Claim
Enables natural language queries to PostgreSQL by converting questions to SQL u…
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| 51922 |
agent-computer-use-mcp
Claim
Local MCP server for Gateway-managed computer use that exposes computer.* tools…
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| 51923 |
Enables AI agents to make micropayments using USDC on Solana via the x402 proto…
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| 51924 |
influx-timeseries-mcp
Claim
A selective, aggregation-first MCP server for InfluxDB v2 that bounds output an…
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| 51925 |
@bsv/simple MCP Server
Claim
Provides AI agents with knowledge and code generation tools for building BSV bl…
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| 51926 |
Ultra Debugger
Claim
Enables comprehensive JavaScript code analysis and debugging using ESLint and c…
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| 51927 |
mcp-propublica-nonprofit
Claim
Enables querying nonprofit organization data through the ProPublica Nonprofit E…
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| 51928 |
grepsense
Claim
Provides two-modal code search (lexical via Zoekt and semantic via ChromaDB emb…
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| 51929 |
near-liquid-staking
Claim
A Model Context Protocol (MCP) server for interacting with liquid staking proto…
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| 51930 |
KubeGuard MCP Server
Claim
Enables security analysis of Kubernetes Role configurations using LLM-assisted …
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| 51931 |
Baasix MCP Server
Claim
Enables to interact with Baasix Backend-as-a-Service operations including schem…
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| 51932 |
FlowState MCP
Claim
An MCP server that preserves and recalls work context, enabling users to log se…
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| 51933 |
Perplexity Web MCP
Claim
Enables AI agents and users to query Perplexity AI's premium models (GPT-5.4, C…
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| 51934 |
blastp_mcp
Claim
Wraps NCBI BLAST+ blastp into a FastMCP service for auditable protein homology …
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| 51935 |
mcp-feedback-enhanced
Claim
Establishes feedback-oriented development workflows with Web UI and desktop app…
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| 51936 |
GoHighLevel MCP Server
Claim
Enables LLMs to read conversations, send messages, create tasks, and manage cal…
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| 51937 |
idontcare
Claim
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| 51938 |
Zen MCP Server
Claim
Gives Claude Desktop access to multiple AI models (Gemini, OpenAI, OpenRouter, …
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| 51939 |
PDF Inline Image RAG MCP
Claim
Builds searchable SQLite databases from PDFs, preserving inline image locations…
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| 51940 |
contextsliver
Claim
An MCP server that indexes codebases into a local graph and provides on-demand …
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| 51941 |
Enables external reconnaissance activities including DNS enumeration, subdomain…
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| 51942 |
MCP server for opening files in Windows applications, including Microsoft Edge …
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| 51943 |
Automates job application tracking and resume/cover letter generation using AI,…
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| 51944 |
NerdExam
Claim
Search 2,700+ IT certification practice exams from Microsoft, Cisco, CompTIA, A…
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| 51945 |
nowcerts-mcp
Claim
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| 51946 |
GitCode MCP Server
Claim
MCP server for the GitCode API, enabling AI assistants to interact with GitCode…
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| 51947 |
tiingo-mcp
Claim
An MCP server that wraps the Tiingo financial data API, enabling access to stoc…
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| 51948 |
mcp-all-in-one
Claim
A modular monolith MCP server connecting multiple providers (Redash, PostgreSQL…
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| 51949 |
MyMCP
Claim
Dynamically converts any OpenAPI v3 specification into a fully-functional Model…
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| 51950 |
mcp
Claim
Brazilian legal search and jurimetria: 115M+ court decisions from 90+ courts ac…
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