MCP Server Quality Scores
Independent quality analysis of 58073 public MCP servers
Last updated 1 hour, 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57951 |
mcp-yandex-direct
Claim
Enables managing Yandex Direct PPC campaigns, ad groups, ads, and keywords, plu…
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| 57952 |
ticket-discovery
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Search and compare concert ticket prices across platforms
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| 57953 |
Read-only MCP server for querying Shopify analytics data, including orders, cus…
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| 57954 |
pop-pay
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Project Point One Percent - Agent Pay \[pop-pay] is a payment guardrail and one…
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| 57955 |
qzcli
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Enables managing OpenI platform resources (login, query nodes, submit jobs, vie…
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| 57956 |
Domain Checker
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Enables checking domain availability using WHOIS and DNS resolution, with suppo…
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| 57957 |
mcp-query
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A local MCP server for secure database querying from Claude Code, with Apple Ke…
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| 57958 |
healthcare-mcp-public
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| 57959 |
Postal address validation API for AI agents. Parse and validate addresses world…
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| 57960 |
A MCP server for academic literature retrieval, aggregating multiple data sourc…
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| 57961 |
Enables interaction with Dialpad's tools and services through a unified API, al…
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| 57962 |
Huntress SAT MCP Server
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Enables interaction with the Huntress SAT API to manage security awareness trai…
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| 57963 |
mcp-clipboardify
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Provides clipboard access tools (get and set) for AI assistants via the Model C…
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| 57964 |
mcp-server
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Manage your Savanto store from your AI: catalog, content, prompts, and analytic…
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| 57965 |
Product MCP Server
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Enables natural language product management (CRUD) with multiple classification…
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| 57966 |
nowcerts-mcp
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| 57967 |
NarrateAI
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Stop recording your voice. NarrateAI adds professional voiceover to silent scre…
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| 57968 |
Gleif
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GLEIF MCP — Global Legal Entity Identifier Foundation (free, no auth)
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| 57969 |
Stratos
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Enterprise-grade Azure security assessment toolkit with multi-location scanning…
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| 57970 |
SolanaViz MCP Server
Claim
Enables Claude to access, analyze, and visualize Solana blockchain data through…
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| 57971 |
AutoFuse
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Mount, heal, wake and run commands on remote Windows/Linux machines over SSHFS …
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| 57972 |
claude-imessage-mcp
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Enables Claude to send and receive iMessage/SMS messages through macOS, with su…
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| 57973 |
Provides comprehensive programmatic control over Google Workspace applications …
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| 57974 |
scribo
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EN 16931-compliant e-invoices: XRechnung, ZUGFeRD, Factur-X, Peppol BIS, Factur…
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| 57975 |
FinImpulse MCP Server
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Provides structured financial market data (stocks, ETFs, mutual funds, fundamen…
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| 57976 |
BioTrax
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Unified genomic track, peak, and sequence retrieval tool for ENCODE, ChIP-Atlas…
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| 57977 |
Healthy Pokes
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A calorie tracking MCP server that processes food photos and text descriptions …
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| 57978 |
A production-ready MCP server that turns any MCP-compatible AI assistant into a…
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| 57979 |
smithery-mcp-server-3
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| 57980 |
Pexels MCP Server
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Enables AI models to search and retrieve photos, videos, and collections from P…
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| 57981 |
Embedded xLink MCP
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MCP server for embedded debugging based on probe-rs, providing 22 tools for ARM…
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| 57982 |
iPayX FX Audit
Claim
The world's first forensic FX audit MCP server.
Detects hidden bank fees, undi…
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| 57983 |
MCP server for Teradata databases, providing tools and prompts for querying, an…
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| 57984 |
sumo-logic-mcp
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MCP server for Sumo Logic — 37 tools for searching logs, managing monitors, ale…
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| 57985 |
Financial Research
Claim
Analyze stocks with concise summaries, recent SEC filings, analyst targets, and…
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| 57986 |
MCP GetBlock Server
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Enables querying blockchain data from Ethereum and Solana via GetBlock.io API, …
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| 57987 |
ffmpeg-mcp
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An MCP server that exposes FFmpeg as structured tools for AI-agent-driven video…
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| 57988 |
Swift MCP Server
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An MCP server that provides Swift and SwiftUI best practices, acting as a senio…
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| 57989 |
ChromeWire MCP
Claim
Real browser tabs for AI agents through a safe localhost MCP bridge, enabling c…
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| 57990 |
enhanced-memory
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| 57991 |
legacy-mongodb-mcp
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Provides read-only access to legacy MongoDB instances (<4.0) via the Model Cont…
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| 57992 |
Enables AI assistants to interact with Hangzhou Dianzi University's academic sy…
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| 57993 |
AllNewsAPI MCP
Claim
Enables LLMs to search for news articles, get top headlines, and access compreh…
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| 57994 |
Free competitive pricing intelligence for SMB CPG brands. Check where any produ…
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| 57995 |
gitlab-mcp-server
Claim
Enables AI agents to automate the full GitLab DevOps lifecycle including repos,…
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| 57996 |
Claude IPC MCP
Claim
A robust communication protocol that facilitates seamless messaging between AI …
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| 57997 |
accelo-mcp
Claim
MCP server exposing Accelo quote tools (list, get, create, update) with per-use…
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| 57998 |
AgentNDX
Claim
Search and discover MCP servers, A2A agents, and x402-enabled services. The age…
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| 57999 |
mcpUPB
Claim
MCP server that turns UPB Virtual (Moodle) into a structured knowledge source, …
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| 58000 |
codebase-context-mcp
Claim
Static codebase analysis as MCP tools — give AI coding agents a map of your rep…
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