MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 2 hours, 36 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39501 |
Mineru MCP Server
Claim
Enables batch conversion of PDF files to HTML format using Mineru's official PD…
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| 39502 |
Dossin MCP Server
Claim
Enables natural language interaction with the Dossin database system, allowing …
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| 39503 |
Stata Executor MCP
Claim
Enables an agent to execute Stata do scripts or inline commands locally and ret…
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| 39504 |
gmail-mcp-server
Claim
Enables AI-powered inbox management with natural language commands through Clau…
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| 39505 |
TradingView MCP Bridge
Claim
Connects Claude Code to your locally running TradingView app via Chrome DevTool…
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| 39506 |
personal-mcp
Claim
Enables Claude to send you a Discord message through a Cloudflare Workers MCP s…
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| 39507 |
Provides instant access to verified, enriched business intelligence for any UK …
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| 39508 |
Weeek MCP Server
Claim
Full-featured MCP server integrating all 71 endpoints of the Weeek API as MCP t…
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| 39509 |
mcp-font-split
Claim
Provides font subsetting and web-font generation tools (split_font, split_font_…
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| 39510 |
Bitbucket MCP
Claim
Connects Claude Desktop and Claude Code to Bitbucket Cloud, enabling searching …
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| 39511 |
Give long term memory to your agents without building the RAG pipelines.
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| 39512 |
rc505mk2-mcp
Claim
Enables controlling a Roland RC-505mk2 loop station via natural language, allow…
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| 39513 |
Gmail Drive MCP
Claim
Enables users to access and manage their Gmail and Google Drive data via a Stre…
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| 39514 |
opensearch-docs-search
Claim
Searches OpenSearch documentation, blogs, and community forums.
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| 39515 |
MemoryIQ
Claim
Enables AI tools to access and contribute to shared semantic memory, supporting…
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| 39516 |
obsidian-mcp-search
Claim
Self-hosted MCP server that provides embedding-powered semantic search with gra…
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| 39517 |
Enables users to access, search, and get recommendations from AWS documentation…
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| 39518 |
mcp-gera-clone
Claim
GeraClone MCP — discover expert clones, check operator's clone status, start ex…
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| 39519 |
Python Debug MCP Server
Claim
Enables AI-driven Python debugging with debugpy, allowing Claude Code to contro…
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| 39520 |
Enables AI-powered analysis of IP assignment compliance, including gap detectio…
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| 39521 |
How often a company publishes long-form work, and whether that rate is rising o…
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| 39522 |
Jobs MCP Server
Claim
A custom MCP server that exposes a jobs database to any MCP-compatible LLM clie…
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| 39523 |
mon-marche-mcp
Claim
Enables an AI assistant to search the mon-marche.fr grocery catalog and build a…
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| 39524 |
docforge-mcp
Claim
Enables complete Office document lifecycle management for AI agents, including …
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| 39525 |
MCP server for managing and analyzing Cloudflare DNS — zones, records, analytic…
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| 39526 |
okf-mcp
Claim
A project-agnostic Open Knowledge Format MCP server that indexes Markdown conce…
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| 39527 |
my-mcp-server
Claim
A TypeScript MCP server boilerplate providing example tools and resources for r…
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| 39528 |
mcp-server-filemaker
Claim
An MCP server that provides AI assistants with direct access to FileMaker datab…
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| 39529 |
healthsec-mcp
Claim
Enables AI agents to evaluate clinical AI models for adversarial robustness, pr…
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| 39530 |
PySpark MCP Server
Claim
A server implementation of MCP for Apache Spark that provides query plans and c…
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| 39531 |
bybit-trading
Claim
MCP server for cryptocurrency trading across multiple exchanges (Bybit, Binance…
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| 39532 |
mcp-video-vision
Claim
MCP server that enables video analysis capabilities to Claude, including frame …
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| 39533 |
aacworkflow-mcp
Claim
Enables Claude and Claude Code to manage AACWorkflow tasks, agents, projects, s…
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| 39534 |
A safety layer and monitoring copilot for AI agents using Splunk MCP, recording…
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| 39535 |
commit-check-mcp
Claim
Enables validation of commit messages, branch names, author info, push safety, …
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| 39536 |
CI MCP Server
Claim
Enables AI assistants to manage SAP Cloud Integration (CPI) landscapes through …
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| 39537 |
ynab-mcp-bridge
Claim
Read-only MCP server for YNAB that provides tools for budgets, accounts, catego…
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| 39538 |
raw-web-search
Claim
An experimental MCP search server for Claude Code. Returns raw, verbatim web co…
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| 39539 |
threatlocker-mcp
Claim
MCP server for ThreatLocker — zero-trust application allowlisting, approval req…
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| 39540 |
twine-mcp
Claim
A locally-run MCP server that connects to Twine's story library, enabling AI-as…
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| 39541 |
Verify what agents actually shipped, arbitrate file collisions, refuse with str…
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| 39542 |
studio
Claim
Design & price modular raised garden beds and walls: exact bill of materials, E…
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| 39543 |
erdlens
Claim
MCP server that reads your database schema from SQL DDL, Prisma, Drizzle, TypeO…
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| 39544 |
netcoredbg-mcp
Claim
Enables AI coding agents to debug .NET applications with breakpoints, stepping,…
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| 39545 |
Buildium MCP Server
Claim
Enables interaction with Buildium property management software through natural …
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| 39546 |
MCP Server
Claim
A minimal Django project exposing MCP-style endpoints for listing and fetching …
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| 39547 |
mttrly
Claim
AI-powered incident management and server monitoring via MCP.
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| 39548 |
cardossier-market-api
Claim
Polish used car market API: valuations, price history, liquidity & regional dat…
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| 39549 |
mcp-guard
Claim
Adds security capabilities like port scanning, TLS inspection, DNS enumeration,…
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| 39550 |
MCP GeneLab Server
Claim
Converts natural language queries into Cypher queries against the NASA GeneLab …
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