MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 51601 |
devrecall
Claim
Local-first developer activity aggregator. Indexes commits, PRs, Jira/Linear ti…
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| 51602 |
transcript-mcp-claude
Claim
An all-in-one MCP server for transcription, supporting YouTube, audio, and vide…
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| 51603 |
msc-mcp
Claim
Enables retrieval of notifications from the Vietnamese Public Procurement Syste…
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| 51604 |
ForgeSwarm
Claim
An MCP server that turns independent AI agents into a coordinated engineering t…
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| 51605 |
Vara MCP Server
Claim
A Model Context Protocol (MCP) server that provides onchain tools for AI applic…
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| 51606 |
Enables programmatic management of Substack content, including creating drafts,…
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| 51607 |
proofhub-mcp
Claim
A zero-dependency MCP server for ProofHub that provides tools to manage tasks, …
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| 51608 |
Enables AI clients to search and retrieve IBM Cloud documentation, converting p…
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| 51609 |
Leanote MCP
Claim
Enables interaction with a self-hosted Leanote note service, allowing users to …
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| 51610 |
Granola
Claim
Summarize meetings into actionable notes automatically. Enhance productivity by…
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| 51611 |
linkedin-mcp-server
Claim
Enables posting content, sharing articles, and managing LinkedIn profile throug…
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| 51612 |
mcp-research
Claim
Enables academic bibliographic search across arXiv, Semantic Scholar, and Googl…
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| 51613 |
Microsoft Graph MCP
Claim
Enables AI assistants to interact with Microsoft 365 through the Microsoft Grap…
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| 51614 |
Social Publisher MCP
Claim
A local MCP service for safely preparing, validating, and executing multi-platf…
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| 51615 |
AST-Indexer MCP Server
Claim
AST-Indexer is a Model Context Protocol (MCP) server for indexing Git repositor…
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| 51616 |
loom-mcp
Claim
MCP server that exposes 59 tools for Loom's internal GraphQL API, enabling list…
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| 51617 |
A robust MCP server for real-time sentiment analysis with AI-powered insights, …
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| 51618 |
gymos-mcp
Claim
MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold op…
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| 51619 |
inventpay-mcp
Claim
Manage crypto payments, stores, digital products, and orders via InventPay
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| 51620 |
ODPS MCP Server
Claim
Read-only MCP server for Alibaba Cloud MaxCompute, enabling safe querying of al…
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| 51621 |
walletap
Claim
Issue and manage Apple Wallet & Google Wallet passes from any AI assistant.
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| 51622 |
note-post-mcp
Claim
The Universal MCP Server exposes tools for automated posting and draft saving t…
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| 51623 |
An MCP (Model Context Protocol) server specialized in deciphering PDF internal …
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| 51624 |
blowsh-mcp
Claim
Enables AI agents to browse and extract content from JavaScript-rendered web pa…
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| 51625 |
Washlib
Claim
Find car wash centers in France, compare prices, check live availability, and l…
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| 51626 |
google-mcp
Claim
Provides 20 tools for Google Drive, Docs, and Calendar operations with OAuth 2.…
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| 51627 |
mcp-devops-server
Claim
Enables AI assistants to perform DevOps tasks including Kubernetes management, …
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| 51628 |
StockQuotes MCP
Claim
Provides real-time stock quotes, historical data, and stock search via Yahoo Fi…
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| 51629 |
MCP Server ZapSign
Claim
Enables integration with the ZapSign API for electronic document signing and ma…
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| 51630 |
mcp-memory-server
Claim
A knowledge-graph-based persistent memory server for the Model Context Protocol…
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| 51631 |
GPT Proxy MCP Server
Claim
MCP server that proxies GPT API calls for Claude Code, supporting multiple GPT …
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| 51632 |
ComfyUI MCP Server
Claim
Connects AI assistants to ComfyUI for image, video, and audio generation, provi…
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| 51633 |
yfinance-mcp-server
Claim
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| 51634 |
o1table
Claim
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| 51635 |
Discover Swedish MSK clinics on fysio.care: search clinics, services, and open …
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| 51636 |
Plane MCP
Claim
An MCP server that enables LLMs to fully manage a Plane workspace, including pr…
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| 51637 |
sbl-probe
Claim
Serial communication and protocol analysis MCP server that gives AI coding assi…
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| 51638 |
Google Tasks MCP Server
Claim
Enables AI agents to securely authenticate with Google Tasks and perform full C…
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| 51639 |
mcp-firewall
Claim
Deterministic security proxy (iptables for MCP) that intercepts tool calls, enf…
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| 51640 |
mk-qa-master
Claim
AI 測試大師 — end-to-end QA loop over MCP. Drives pytest / Jest / Cypress / Go / Ma…
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| 51641 |
Vibe-Coder MCP Server
Claim
Implements a structured development workflow for LLM-based coding with feature …
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| 51642 |
ccfolio
Claim
Enables searching and browsing past Claude Code conversations directly from wit…
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| 51643 |
MCP Analyst
Claim
Enables Claude to analyze local CSV or Parquet files, handling larger datasets …
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| 51644 |
Overseerr MCP
Claim
Enables searching Overseerr media, retrieving TMDB-backed details, and submitti…
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| 51645 |
An autonomous MCP server that enables LLMs to intelligently query and analyze M…
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| 51646 |
things3-mcp-server
Claim
A Model Context Protocol (MCP) server that provides integration with Things 3 a…
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| 51647 |
ableton-mcp-server
Claim
MCP server that enables AI agents to read and edit Ableton Live sets, including…
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| 51648 |
devtools-mcp
Claim
Developer toolkit: UUID, timestamp, unit conversion, JSON tools, and QR code (S…
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| 51649 |
computeruse
Claim
A stdio MCP server that provides safe local screen observation and one-step exe…
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| 51650 |
kaiten-mcp
Claim
Enables interaction with Kaiten project management platform through 246 tools f…
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