MCP Server Quality Scores
Independent quality analysis of 69027 public MCP servers
Last updated 2 hours, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 63401 |
Solana DeFi MCP Server
Claim
Billions of Solana DeFi TXNs, Decoded at Scale & accessible via LLM
Direct, st…
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| 63402 |
FinCore Agentic Commerce
Claim
Agentic commerce with 58 MCP tools for product search, checkout, A2A negotiatio…
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| 63403 |
mcp-server
Claim
Japan central + municipal subsidies (20,810 grants, 1,627 munis). 8 tools beyon…
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| 63404 |
echolon
Claim
A Python backtest framework for futures research, designed from the start to be…
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| 63405 |
RunPod
Claim
Manage your RunPod cloud resources directly through an MCP-compatible client. C…
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| 63406 |
Sellfox MCP
Claim
Enables AI assistants to query and analyze Amazon seller data from Sellfox, inc…
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| 63407 |
BugEzy
Claim
Voice-powered bug reporting with 13 MCP tools. Record bugs by talking; let AI f…
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| 63408 |
respec-mcp
Claim
A stdio MCP server that wraps ReSpec rendering with repo-local profiles, enabli…
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| 63409 |
Substack Reader
Claim
Enables fetching and reading subscriber-only content from Trade Companion by Ad…
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| 63410 |
MySQL MCP Server
Claim
Enables safe querying and optional writing to MySQL databases via MCP tools, wi…
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| 63411 |
Strapi MCP Server
Claim
A Strapi v5 backend that exposes MCP endpoints for Google Search Console and Me…
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| 63412 |
boxoban-mcp
Claim
Enables users to load and solve Boxoban puzzles by providing tools to get game …
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| 63413 |
Denmark payments for AI agents — MobilePay via Stripe. Never holds funds.
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| 63414 |
Provides a standardized MCP interface for interacting with Crustdata's tools an…
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| 63415 |
GetMyCert
Claim
13,000+ IT certification practice questions for AI agents (AWS, Azure, GCP, Com…
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| 63416 |
Solana DeFi MCP: Meteora DLMM brief+detail; Solana DEX scout. Commerce optional.
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| 63417 |
confluence-mcp
Claim
MCP server for Confluence REST API enabling page retrieval, attachment download…
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| 63418 |
myco-brain
Claim
Myco Brain gives AI agents persistent, source-traceable memory and a knowledge …
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| 63419 |
Infrawise
Claim
Infrastructure analysis for AWS (15 tools) — DynamoDB, Lambda, SQS, SNS, S3, Po…
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| 63420 |
log-query-mcp
Claim
MCP server that exposes Discord and Twitch/Chatty chat log query tools to Claud…
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| 63421 |
MCP bridge for inter-session communication between Claude Code instances
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| 63422 |
MAM MCP Context Service
Claim
Enables querying context about the MAM product components and architecture thro…
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| 63423 |
Sales Dashboard
Claim
Enables interactive sales data exploration within Claude through a dynamic dash…
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| 63424 |
mcp-server-sqlite
Claim
A comprehensive Model Context Protocol (MCP) server for SQLite database operati…
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| 63425 |
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| 63426 |
Say Hello
Claim
Send personalized greetings to anyone. Toggle Pirate Mode to speak like a pirat…
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| 63427 |
tencent-docs-mcp
Claim
MCP server that enables AI assistants to read and write Tencent Docs (smart tab…
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| 63428 |
cirdan
Claim
AI infrastructure cartographer & MCP server: fingerprints, graphs & watches liv…
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| 63429 |
FortiAnalyzer MCP Server
Claim
Enables AI assistants to interact with FortiAnalyzer for log analysis, reportin…
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| 63430 |
media-downloader
Claim
A multimedia downloading and conversion MCP server supporting YouTube, HLS stre…
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| 63431 |
AgentValet
Claim
Identity and credential governance broker for MCP servers. Issues scoped, short…
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| 63432 |
health-export-mcp
Claim
Query 190 Apple Health metrics from any MCP agent — zero-dependency, read-only,…
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| 63433 |
TestOps MCP Server
Claim
Enables AI assistants to interact with TestOps 5.25 for managing projects, test…
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| 63434 |
forms
Claim
Canadian contractor forms + tax tools: 126 cited forms, sourced 2026 tax estima…
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| 63435 |
memory-arbiter-mcp
Claim
A lightweight, fully local MCP server that provides AI coding tools with a shar…
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| 63436 |
servicenow-api
Claim
MCP server enabling interaction with ServiceNow API for managing incidents, CMD…
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| 63437 |
Velaris Intelligence
Claim
AI-generated customer success reports for Velaris platform users. Authenticates…
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| 63438 |
obsidian-git-sync-mcp
Claim
A dockerised, self-hostable host that runs an Obsidian vault headlessly and ser…
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| 63439 |
Enables managing Google Calendar events (list, create, delete, update) through …
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| 63440 |
Tiger Memory MCP Server
Claim
A simple memory system that allows LLMs to store and retrieve information via t…
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| 63441 |
Workboard MCP
Claim
Enables interaction with Workboard through MCP tools, with OAuth authentication…
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| 63442 |
MCP server for integrating with Adobe Commerce and Magento REST API to manage p…
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| 63443 |
thrift-memory
Claim
Provides MCP tools for cost-optimized memory management in AI agent teams, enab…
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| 63444 |
mcpserber
Claim
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| 63445 |
OpenClaw MCP Server
Claim
General TypeScript MCP server that provides tools for OpenClaw capabilities, in…
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| 63446 |
omnifocus-mcp
Claim
Gives MCP-compatible AI assistants full, typed access to OmniFocus on macOS, en…
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| 63447 |
Mealie MCP
Claim
Exposes a self-hosted Mealie instance to MCP clients, enabling management of re…
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| 63448 |
schoox-mcp-server
Claim
Enables querying Schoox LMS data (users, courses, enrollments, etc.) via natura…
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| 63449 |
DevOps MCP Server
Claim
Enables searching and managing Docker images and tags, as well as querying GitL…
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| 63450 |
JinaAI MCP Server
Claim
Enables LLMs to read and extract clean, markdown-formatted content from any web…
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