MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 4 hours, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42051 |
MCP server for Google Workspace APIs enabling reading, creating, and editing Go…
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| 42052 |
spiker-mcp
Claim
An MCP server that brings the Ikejime philosophy to coding, helping eliminate t…
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| 42053 |
peec-ai-mcp
Claim
Connect your AI assistant to your Peec AI account to monitor and analyze your b…
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| 42054 |
quartus91-mcp
Claim
Wraps Quartus II 9.1 command-line tools into MCP tools, enabling AI agents to c…
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| 42055 |
Coreshub MCP Server
Claim
Enables interaction with the CoreHub cloud platform to manage containers, EPFS …
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| 42056 |
Espresso MCP
Claim
Find great espresso cafes worldwide with curated data and transparent quality s…
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| 42057 |
Search MCP
Claim
Enables LLM-powered search with Elasticsearch, including query planning, expans…
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| 42058 |
text-analysis-api
Claim
Algorithmic text and NLP analysis server providing sentiment, readability, keyw…
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| 42059 |
Crank Protocol
Claim
Non-custodial DeFi tools for AI agents on Solana: swaps, perps, lending, stakin…
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| 42060 |
mcp-odoo-fintech
Claim
Connects Claude Desktop to Odoo ERP via JSON-2 API for searching invoices, crea…
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| 42061 |
i18next MCP Server
Claim
Enables AI assistants to manage i18next translation files, including adding key…
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| 42062 |
web-retrieval-mcp
Claim
A Model Context Protocol server that analyzes webpage design structures, provid…
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| 42063 |
Smithery Scaffold
Claim
Provide a scaffolded environment to develop and run MCP servers with ease. Enab…
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| 42064 |
mailx-tools
Claim
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| 42065 |
Enables file operations such as counting, listing, compressing images, creating…
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| 42066 |
indaga-agent
Claim
A local-first MCP server for querying multi-omic personal health data (genome, …
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| 42067 |
GraphRAG MCP Server
Claim
Enables graph-powered semantic search over the Grand Débat National dataset, pr…
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| 42068 |
arquivo-pt-mcp
Claim
An MCP server that enables Claude and other LLMs to search and access archived …
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| 42069 |
Enables interaction with Google Search Console via MCP, offering search analyti…
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| 42070 |
mymcpserver_bjarvis
Claim
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| 42071 |
NanoSearchMCP
Claim
Provides web search, page fetching, and A-stock data access (financial reports,…
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| 42072 |
wordly
Claim
An MCP App that provides an interactive UI for visualizing multiple rewritten v…
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| 42073 |
Maya MCP Server
Claim
Enables AI-assisted 3D modeling and scene control in Autodesk Maya through natu…
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| 42074 |
OceanBase MCP
Claim
Read-only MCP gateway for OceanBase that enables secure inspection of OceanBase…
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| 42075 |
Finland Shopping MCP
Claim
Enables AI assistants to search and compare live prices from Finnish marketplac…
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| 42076 |
Orchestrates multiple LLM agents to perform parallel code review, then synthesi…
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| 42077 |
mcp-gtm-job-discovery
Claim
Find companies hiring for your role keywords, with firmographics and LinkedIn p…
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| 42078 |
mcp-weather-server
Claim
Enables Claude to access real-time weather data and alerts, including forecasts…
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| 42079 |
mailpal-mcp-server
Claim
Free email server for AI agents with hardware attestation, enabling agents to s…
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| 42080 |
sap-s4hana-odata-mcp
Claim
Enables querying SAP S/4HANA Business Partner data via OData V2 API, supporting…
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| 42081 |
docs-mcp
Claim
MCP server + RAG chatbot that makes your MDX documentation searchable by AI ass…
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| 42082 |
An MCP server that provides tools to interact with the Respona Dashboard backen…
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| 42083 |
Unoffical Polestar 2 MCP
Claim
An MCP (Model Context Protocol) server that exposes Polestar 2 vehicle data to …
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| 42084 |
cloud71 MCP connector
Claim
Enables AI assistants to deploy generated files (HTML, PDF, images, etc.) direc…
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| 42085 |
Nigeria FIRS/NRS MBS e-invoicing for AI agents - validate, sign, confirm invoic…
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| 42086 |
text-to-speech
Claim
Enables text-to-speech conversion using Google Translate's TTS, supporting many…
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| 42087 |
A multi-agent RAG MCP server that answers questions from your documents with a …
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| 42088 |
mcp-advisor
Claim
Provides comprehensive access to the Model Context Protocol specification throu…
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| 42089 |
Plaud MCP
Claim
Bring your Plaud Note recordings into Claude Desktop. Search meetings, pull tra…
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| 42090 |
FoldRun MCP Server
Claim
A mock MCP server that exposes protein structure prediction tools (submit, stat…
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| 42091 |
Dokploy MCP Server
Claim
A middleware service that allows LLMs and AI assistants to directly interact wi…
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| 42092 |
Yandex Direct MCP Server
Claim
Integrates with Yandex Direct API v5 to manage ads via 20 tools, with dry-run p…
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| 42093 |
Sanctuary MCP Server
Claim
Wraps any AI agent harness with kernel-level protection, cryptographic signing,…
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| 42094 |
server
Claim
One MCP tool contract for telephony — any call provider, hosted, local, or BYOK.
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| 42095 |
cratedocs-mcp
Claim
Outputs short-form Rust crate derived traits,interfaces, etc. from AST (uses sa…
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| 42096 |
Walter Writes
Claim
Walter Remote MCP Server — AI humanization and detection tools
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| 42097 |
RAG MCP Server
Claim
Indexes PDF documents into Qdrant and exposes semantic search as MCP tools, ena…
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| 42098 |
mcp-arcgis-allegheny
Claim
Enables searching and querying of Allegheny County, Pennsylvania open geospatia…
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| 42099 |
project-0
Claim
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| 42100 |
PostHog MCP Server
Claim
A server that allows users to interact with PostHog analytics platform through …
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