MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 25951 |
MCP Character Counter
Claim
Provides detailed character analysis for text, counting total characters, chara…
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| 25952 |
fixgraph-mcp
Claim
Search 25K+ verified engineering fixes by error or technology. For developers a…
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| 25953 |
Connects VS Code Copilot to Telegram for mobile notifications, interactive appr…
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| 25954 |
Connects AI agents to live, verified financial data from 18,000+ institutions —…
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| 25955 |
Google Workspace MCP
Claim
Enables AI assistants to securely manage Google Workspace services (Gmail, Cale…
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| 25956 |
Mariana Google MCP
Claim
Enables Claude to manage Gmail, Google Calendar, and Google Contacts through a …
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| 25957 |
Kairos Connect
Claim
Connect AI agents to your Kairos workspace — manage goals, tasks, docs, whitebo…
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| 25958 |
cyber-si-mcp
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| 25959 |
Agent HQ
Claim
A local MCP server that enables direct, persistent communication between multip…
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| 25960 |
Screen MCP
Claim
Enables LLMs to capture screenshots and screen recordings through MCP with chun…
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| 25961 |
FL Studio MCP Server
Claim
Enables AI assistants to control FL Studio on Windows through a local MCP serve…
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| 25962 |
gitopia-mcp-server
Claim
Decentralized Git with on-chain governance, bounties, and DAOs. Tools for repos…
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| 25963 |
VibeGuard MCP
Claim
Enables policy-style auditing of content through the audit_vibe MCP tool to enf…
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| 25964 |
mcp-postgres
Claim
Enables AI agents to interact with PostgreSQL databases through schema intellig…
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| 25965 |
Sekrd Security Scanner
Claim
Enables deep security auditing of web applications directly from AI IDEs includ…
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| 25966 |
Enables AI assistants to search and retrieve information from the REMnux malwar…
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| 25967 |
apple-mcp
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| 25968 |
mermaid-mcp-server
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| 25969 |
AXT-MCP
Claim
A Model Context Protocol service registry and connector framework that enables …
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| 25970 |
API Manager
Claim
Enables secure management of API keys through an encrypted environment file wit…
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| 25971 |
Sling CLI MCP server for data pipeline and replication management
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| 25972 |
megaplan-mcp
Claim
MCP server for Megaplan — tasks, deals management via API v3.
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| 25973 |
verify-mcp
Claim
Offline verification of signed artifacts -- receipts, manifests, audit bundles.…
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| 25974 |
gemini-cli-mcp
Claim
A secure MCP server that wraps the Google Gemini CLI, allowing clients to query…
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| 25975 |
Amazing Marvin MCP
Claim
A Model Context Provider that connects the Amazing Marvin productivity app with…
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| 25976 |
Cerebrus Pulse MCP
Claim
Real-time crypto intelligence: technical analysis, sentiment, and funding rates
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| 25977 |
An MCP server that automates extraction of structured financial data from inves…
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| 25978 |
govping
Claim
Free regulatory intelligence. Search 27,000+ changes across 2,000+ government s…
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| 25979 |
Leave Manager Plus
Claim
Manage employee leave with quick lookups for balances, histories, and recent ac…
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| 25980 |
veroq-mcp
Claim
62 verified intelligence tools — claim verification with evidence chains, marke…
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| 25981 |
Zypin MCP
Claim
A lightweight MCP server for browser automation using Playwright with essential…
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| 25982 |
Fieldnote MCP
Claim
Provides local-first memory storage and retrieval with automatic embedding, vec…
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| 25983 |
MCP Screenshot Server
Claim
Enables LLMs to capture and analyze screenshots of your screen, windows, or reg…
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| 25984 |
CoderSwap MCP Server
Claim
Build searchable AI research knowledge bases with hybrid vector search directly…
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| 25985 |
agentscore
Claim
KYA — verify any AI agent. Six checks: deployer, model, code, abuse, permission…
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| 25986 |
clickflow
Claim
ClickFlow is an AI-powered SEO platform that creates, optimizes, and tracks con…
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| 25987 |
Distillery
Claim
Knowledge base for Claude Code with semantic search, feed intelligence, and tea…
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| 25988 |
RTIdeas MCP API Server
Claim
Converts a local MCP server into a remote HTTP-accessible REST API server with …
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| 25989 |
Gold IRA Call Insights
Claim
Analyze Gold IRA sales call transcripts to reveal insights, risks, and opportun…
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| 25990 |
Carbone MCP
Claim
Generate PDF/DOCX/XLSX/PPTX from templates+JSON. Convert Office/HTML/MD to PDF.…
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| 25991 |
neuro-mcp
Claim
Neuroscience MCP server (Python) for the BBQS at McGovern Institute of Brain Re…
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| 25992 |
Chia Health MCP Server
Claim
Licensed US telehealth — GLP-1 medications, intake, consents, Stripe ACP. HIPAA…
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| 25993 |
Enable AI assistants to interact seamlessly with the DefiLlama API by translati…
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| 25994 |
transcription
Claim
AI transcription from URLs. 99% accuracy, speaker diarization, 98+ languages.
|
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| 25995 |
MCP CRUD Tools
Claim
Enables interaction with Users and Products through a CRUD service REST API, pr…
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| 25996 |
MCP server for Skolverket's open APIs - Curriculum, School Units, and Adult Edu…
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| 25997 |
Financial data, credit scores, and economic indicators for 14,800+ U.S. municip…
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| 25998 |
intelligence-api
Claim
E-commerce and business intelligence MCP server. Analyze any Shopify store, res…
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| 25999 |
Execute code in isolated cloud containers. Supports Python, JavaScript, Bash, a…
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| 26000 |
Enhanced Linux filesystem access with symlinks, permissions, and chmod support
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