MCP Server Quality Scores
Independent quality analysis of 46347 public MCP servers
Last updated 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41851 |
Transforms Claude into a production-grade pair programmer by orchestrating best…
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| 41852 |
test
Claim
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| 41853 |
chia-explorer
Claim
MCP server for the Chia blockchain. Read-only Q&A via the public coinset.org AP…
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| 41854 |
ponzu
Claim
ERC-20 token launchpad on Ethereum — deploy, presale, swap, and farm via AI age…
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| 41855 |
1C MCP Toolkit
Claim
Integrates AI agents with 1C:Enterprise databases via MCP and REST API, support…
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| 41856 |
@yocoolab/mcp-server
Claim
Exposes Yocoolab design feedback threads, selections, and activity events as to…
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| 41857 |
Enables asynchronous task execution and scheduling using RabbitMQ, Celery, and …
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| 41858 |
MCP Demo Project
Claim
A collection of MCP servers demonstrating math operations, weather data, and La…
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| 41859 |
StockMcp
Claim
Enables stock analysis by fetching company details, profit data, and shareholdi…
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| 41860 |
mcp-windows-app-launcher
Claim
Enables AI assistants to find and launch Windows applications by name using mul…
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| 41861 |
llauncher
Claim
Manages llama.cpp llama-server instances with tools for lifecycle management, c…
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| 41862 |
rugguard-mcp
Claim
MCP server for RugGuard, enabling AI agents to perform pre-trade rug checks on …
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| 41863 |
Overleaf MCP Server
Claim
Enables MCP clients to manage Overleaf projects via Git sync, including listing…
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| 41864 |
langfuse-mcp-python
Claim
A Model Context Protocol (MCP) server for comprehensive monitoring and observab…
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| 41865 |
A Model Context Protocol server that enables Claude and other AI assistants to …
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| 41866 |
mcp-openreview
Claim
OpenReview MCP — ML conference submissions and reviews (API v2)
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| 41867 |
Onto MCP Server
Claim
Enables interaction with the Onto platform through MCP, providing tools for man…
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| 41868 |
LinkedIn Buddy
Claim
MCP server for LinkedIn automation that enables AI agents to perform LinkedIn a…
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| 41869 |
Magnet MCP Server
Claim
Enables interaction with Magnet (magnet.run) via MCP, requiring an API key. Sup…
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| 41870 |
myBrAIn
Claim
MCP server that provides persistent memory and contextual awareness to language…
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| 41871 |
Accela MCP
Claim
A Model Context Protocol server that wraps the Accela Construct API as a curate…
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| 41872 |
polycodegraph
Claim
Multi-language code-graph MCP server with 18 tools for structural code queries …
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| 41873 |
GhostMap v2
Claim
Exposes AI-augmented network reconnaissance and evasion capabilities as callabl…
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| 41874 |
Enables AI assistants to interact with LinkedIn and LinkedIn Sales Navigator fo…
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| 41875 |
cortex-memory
Claim
Captures project memory automatically across AI coding sessions, injecting rele…
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| 41876 |
Connects AI agents to the WhatsApp Business Cloud API, allowing them to send me…
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| 41877 |
Ontraport MCP Server
Claim
Stateless Node.js service that exposes Ontraport CRM functionality as structure…
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| 41878 |
WebRead MCP
Claim
Enables AI assistants to read webpages and perform web searches using DuckDuckG…
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| 41879 |
LiteAPI MCP Server
Claim
Enables interaction with LiteAPI's hotel booking and travel services through MC…
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| 41880 |
Chess MCP
Claim
Play interactive chess games through conversation with move validation, Stockfi…
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| 41881 |
ACDP
Claim
Enables multiple AI agents to coordinate work on the same codebase by providing…
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| 41882 |
lims-s
Claim
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| 41883 |
MCP Cobot Server
Claim
Controls a MyCobot280 robot arm through MCP tools, allowing joint angle manipul…
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| 41884 |
Basic MCP Server
Claim
A minimal Model Context Protocol server template built with Smithery SDK that d…
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| 41885 |
Tonn MCP Server
Claim
Enables AI assistants to mix, master, and analyze audio using the RoEx Tonn API…
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| 41886 |
Komodo MCP Server
Claim
Enables management of Komodo infrastructure including servers, stacks, deployme…
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| 41887 |
bitbucket-mcp
Claim
Enables LLMs to review Bitbucket pull requests with custom checklists and API t…
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| 41888 |
A high-performance, cross-platform MCP server for split-screen window managemen…
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| 41889 |
tuma250-mcp
Claim
Enables AI clients to search products, manage shopping carts, and browse order …
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| 41890 |
pg-mcp
Claim
Enables MCP-compatible clients to interact with PostgreSQL databases with multi…
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| 41891 |
Enables Claude (or any MCP client) to read and write events on your iCloud cale…
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| 41892 |
versionator-mcp
Claim
An MCP server that queries 19 package registries (npm, PyPI, crates.io, etc.) t…
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| 41893 |
ogimage-mcp
Claim
Generates beautiful Open Graph images directly from Claude Desktop using ogimag…
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| 41894 |
backlog-mcp-server
Claim
Enables interaction with Backlog project management tools, allowing users to ma…
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| 41895 |
Kustodia Escrow
Claim
Agentic escrow payments for AI agents. Create, fund, and release escrow payment…
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| 41896 |
bandiradar-mcp
Claim
Enables monitoring Italian public funding opportunities, normalizing them into …
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| 41897 |
ism-mcp
Claim
Agent-friendly query layer over the ASD Information Security Manual, served via…
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| 41898 |
Enables building, running unit tests, and instrumented tests for Android projec…
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| 41899 |
demo
Claim
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| 41900 |
eur-lex-mcp-server
Claim
Search EU legislation, CJEU case law, and treaties; traverse CELLAR graph; brow…
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