MCP Server Quality Scores
Independent quality analysis of 40420 public MCP servers
Last updated 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40051 |
prompt-optimizer-2-0-0
Claim
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| 40052 |
TOTP Generator
Claim
Generate time-based one-time passwords for two-factor authentication. Create co…
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| 40053 |
CwikiMCP
Claim
Read-only MCP server for the Apache Incubator Confluence wiki, enabling page lo…
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| 40054 |
Agent Tools
Claim
9 utility tools for agents: DNS, WHOIS, email, IP, URL, headers, QR, text, tech…
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| 40055 |
ManyMeet
Claim
**Coaches, consultants, and creators run sales webinars as Zoom Meetings** beca…
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| 40056 |
sagemath-mcp-server
Claim
MCP server wrapping SageMath's full computer algebra system — 10 symbolic-math …
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| 40057 |
slugify-ai-mcp
Claim
slugify-ai-mcp MCP server by MEOK AI Labs
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| 40058 |
homeradar-mcp
Claim
homeradar-mcp
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| 40059 |
litellm-mcp
Claim
Give AI agents access to 100+ LLMs. Call any model, compare outputs.
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| 40060 |
Shopmium MCP Server
Claim
A custom MCP server that provides high-level tools for controlling Shopmium and…
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| 40061 |
KYC-verified INR wallets for AI agents in India. Payments, escrow, and settleme…
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| 40062 |
Edgar MCP Service
Claim
Enables deep analysis of SEC EDGAR filings through universal company search, do…
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| 40063 |
eSIM.dog MCP Server
Claim
Provision global eSIM data plans and real mobile phone numbers for AI agents. 2…
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| 40064 |
Zen MCP Server
Claim
Gives Claude Desktop access to multiple AI models (Gemini, OpenAI, OpenRouter, …
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| 40065 | — | |||||||||
| 40066 |
notion-full-mcp
Claim
Full-featured Notion MCP server enabling deep page reading, block editing, snap…
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| 40067 |
Sublime Text MCP
Claim
MCP server for Sublime Text 4. Lets Claude Code read and control a running ST i…
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| 40068 |
dependency-migration-mcp
Claim
Through-the-upgrade dependency-migration briefs for LLM coding agents.
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| 40069 |
ai-rate-limit-tracker
Claim
Cloudflare Workers MCP server: ai-rate-limit-tracker
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| 40070 |
Pitstop
Claim
Description: Classify AI/API execution failures.
* Returns WAIT, CAP, or STOP …
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| 40071 |
Salesforce Query
Claim
Run SOQL queries to explore and retrieve Salesforce data. Access accounts, cont…
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| 40072 |
A Model Context Protocol server that exposes Python Rope refactoring capabiliti…
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| 40073 |
Provides access to the recraft-ai/recraft-v3 image generation model via Replica…
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| 40074 |
Testomat.io MCP Server
Claim
Enables AI assistants to interact with Testomat.io test management platform, al…
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| 40075 |
ElevenLabs MCP Backend
Claim
Connects ElevenLabs voice agents to Supabase for real-time order lookups, enabl…
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| 40076 |
Urban intelligence knowledge graph. Structured locality data for civic problem-…
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| 40077 |
Dispatch Tickets
Claim
DispatchTickets is a powerful SaaS-based ticketing and dispatch management plat…
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| 40078 |
DataNexus MCP
Claim
Provides AI-ready access to US/UK nonprofit data and OSS vulnerability intellig…
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| 40079 |
Enables high-quality image generation using Google's Imagen 4 Ultra model throu…
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| 40080 |
mcpgatewaydesk-mcp
Claim
A paid remote MCP for AI SDK MCP gateway registry, built to return verdicts, re…
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| 40081 |
runware
Claim
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| 40082 |
phasefolio
Claim
Biotech rNPV/PoS engine for AI agents. Signed exports, evidence register, asset…
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| 40083 |
mcp-gera-persona
Claim
GeraPersona MCP — voice/personality skin marketplace for robots and AI agents (…
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| 40084 |
Reply.io
Claim
Reply.io is a sales engagement platform used by thousands of B2B sales teams to…
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| 40085 |
MCPJuliaServer
Claim
A Julia-based MCP server providing tools for database operations, file manageme…
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| 40086 |
redfin-mcp
Claim
Redfin real-estate for Claude — search, property details, market reports, saved…
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| 40087 |
Dify Doc MCP Server
Claim
An MCP server that integrates Dify knowledge bases, enabling AI assistants to r…
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| 40088 |
Bawbel Scanner
Claim
Security scanner for MCP servers and skill files. Detects AVE vulnerabilities b…
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| 40089 |
impots-mcp
Claim
Transforms Claude into a French tax assistant specialized in French taxation, c…
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| 40090 |
top-gun-audit
Claim
Agentic GEO-Lens Audit API: Specialized geospatial auditing and location-aware …
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| 40091 |
github-mcp
Claim
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| 40092 |
platform-eng-copilot
Claim
Enables platform engineering workflows via GitHub Copilot, including creating r…
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| 40093 |
Compresses AI chat sessions into a typed knowledge graph. Local/offline via Oll…
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| 40094 |
valuein.biz
Claim
Institutional-grade SEC financial data for AI agents — in one line of config.
…
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| 40095 |
Kabuzz MCP Server
Claim
Enables any MCP-compatible AI agent to browse, negotiate, purchase, message, an…
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| 40096 |
MCP proxy server that filters tools from upstream MCP servers via regex-based d…
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| 40097 |
MySQL MCP Server
Claim
Enables interaction with MySQL databases through MCP tools for querying table s…
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| 40098 |
Symath-MCP
Claim
A symbolic mathematics MCP server supporting calculus, linear algebra, number t…
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| 40099 |
Apple Mail MCP
Claim
LLM access to Apple Mail and iCloud via AppleScript. Read, search, compose, rep…
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| 40100 |
whichmodel-mcp
Claim
A model routing advisor for autonomous agents — get cost-optimised LLM recommen…
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