MCP Server Quality Scores
Independent quality analysis of 64728 public MCP servers
Last updated 5 hours, 39 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33951 |
transfa
Claim
Ephemeral file transfer for AI agents and CI/CD pipelines — upload any file, ge…
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| 33952 |
ace-context-mcp
Claim
Local-first memory for AI chats: save context in one chat, load it in any other…
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| 33953 |
aelf-node-skill
Claim
Enables interaction with AElf blockchain nodes, allowing users to read chain st…
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| 33954 |
Knowledge Master
Claim
A local knowledge graph MCP server that provides AI agents with permanent, stru…
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| 33955 |
Odoo MCP Server
Claim
Provides read-only access to Odoo databases via OdooRPC, allowing AI assistants…
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| 33956 |
Infura MCP Server
Claim
Enables AI assistants to query blockchain data across 30+ networks via Infura, …
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| 33957 |
travel-mcp
Claim
Public travel search workflow MCP server for airport lookup, route comparison, …
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| 33958 |
engmanager-mcp
Claim
Provides LLMs with structured workflow guidance and next-step instructions for …
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| 33959 |
a0nexus-bitcoin-mcp
Claim
Crypto (BTC/ETH) + ERCOT electricity data & forecasts as MCP tools. Pay-per-cal…
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| 33960 |
Dev Blog MCP Server
Claim
Enables AI assistants to publish blog posts directly to Dev.to via the Model Co…
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| 33961 |
A minimal MCP server deployed on AWS Lambda and API Gateway using AWS CDK, enab…
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| 33962 |
mcp-noaa-tides
Claim
MCP server that provides access to NOAA Tides & Currents data including tide pr…
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| 33963 |
TMDB MCP Server
Claim
A Model Context Protocol (MCP) server that allows LLMs to search for movies and…
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| 33964 |
kothar
Claim
Context-aware MCP server advisor. Tells you what to install for your specific p…
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| 33965 |
mcp-server-demo
Claim
Provides tools for calculating math expressions and querying weather, demonstra…
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| 33966 |
finance-mcp
Claim
A minimal MCP server that converts company names to stock symbols and fetches f…
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| 33967 |
mcpv3e
Claim
A simple MCP server with hello and echo tools, built using the MCPize framework.
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| 33968 |
connector-platform
Claim
100+ pre-built SaaS integrations for builder apps. Multi-tenant, scoped per end…
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| 33969 |
Agnes MCP Server
Claim
Enables AI assistants to generate images and videos via the Agnes AI API, suppo…
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| 33970 |
WhatsApp MCP Server
Claim
Connects WhatsApp group chats to Claude, enabling reading, searching, exporting…
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| 33971 |
openapi-mcp-gateway
Claim
Mount many OpenAPI specs (or your existing FastAPI app) as MCP servers in one p…
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| 33972 |
legitify-mcp
Claim
Enables AI agents to submit, check, and manage human attestation requests for A…
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| 33973 |
che-blender-mcp
Claim
Enables executing Python scripts, rendering scenes, and controlling 3D objects …
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| 33974 |
PocketSmith MCP Server
Claim
An MCP server that enables Claude and other clients to manage personal finances…
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| 33975 |
Adobe Target MCP
Claim
An unofficial MCP server that enables natural language management of Adobe Targ…
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| 33976 |
Keenable MCP Server
Claim
An MCP server that enables web search and page content retrieval via the Keenab…
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| 33977 |
MCP server for the Steuerboard API, enabling interaction with Steuerboard servi…
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| 33978 |
armls-spark-mcp-server
Claim
Enables Claude to query ARMLS Spark/FlexMLS real estate data including active l…
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| 33979 |
imo-rules-mcp
Claim
Provides offline semantic search and reading of IMO maritime rules (SOLAS, MARP…
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| 33980 |
cisco-axl-mcp
Claim
An MCP server that enables AI assistants to manage Cisco Unified Communications…
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| 33981 |
Team Manager MCP
Claim
Enables users to plan, coordinate, and govern multi-agent teams using MongoDB f…
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| 33982 |
coinapi-mcp-server
Claim
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| 33983 |
Enables reading data from a Google Sheets spreadsheet via the read_sheet tool, …
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| 33984 |
taw-computer
Claim
An MCP server that provides AI agents with a full Ubuntu desktop environment in…
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| 33985 |
macos-desktop-control
Claim
Provides native macOS desktop automation for AI agents, enabling screen capture…
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| 33986 |
claudeForSafari
Claim
Safari Web Extension + Node.js MCP bridge giving Claude Desktop full control ov…
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| 33987 |
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
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| 33988 |
web-basics-mcp
Claim
A self-hosted MCP server providing web search and URL fetching tools, running l…
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| 33989 |
wootech-jira-mcp
Claim
MCP Server to log time and view Jira statistics directly from Cursor IDE.
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| 33990 |
Routes MCP requests intelligently to multiple backend servers through a single …
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| 33991 |
Thailand Leceipt e-Tax: AI agents create, poll and download e-Tax Invoices, sta…
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| 33992 |
Self-hostable remote MCP server for Lunch Money with built-in OAuth 2.1, enabli…
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| 33993 |
YouTube MCP Server
Claim
A production-ready MCP server for YouTube integration with intelligent caching.…
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| 33994 |
project-memory-mcp
Claim
Persistent AI knowledge base for Claude via Model Context Protocol — fully offl…
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| 33995 |
network-mcp-server
Claim
MCP server for network operations that lets AI assistants interact with Cisco/J…
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| 33996 |
ad-copy-ai-mcp
Claim
ad-copy-ai-mcp MCP server by MEOK AI Labs
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| 33997 |
Enables AI assistants to search, query, and manage Azure AI Search indexes usin…
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| 33998 |
simple-rail-mcp
Claim
Enables controlling linear rails via natural language commands through Claude A…
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| 33999 |
SDR MCP Server
Claim
Conversational AI control for Software Defined Radio via the Model Context Prot…
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| 34000 |
Autotask MCP Server
Claim
Enables AI assistants to directly interact with Autotask PSA for ticket triage,…
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