MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37701 |
mssql-mcp-server-python
Claim
A read-only MCP server for MS SQL Server, written in Python. Lets AI agents que…
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| 37702 |
freecrawl
Claim
Open-source web scraping MCP server with anti-bot bypass, enabling AI models to…
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| 37703 |
phionyx-pipeline-mcp
Claim
Enables verification of AI coding agent self-reports against git diff truth and…
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| 37704 |
plaid-mcp
Claim
MCP servers for the Plaid API, providing tools to access Plaid financial data a…
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| 37705 |
tf2-wiki-mcp
Claim
Gives LLMs live, accurate access to Team Fortress Wiki content, enabling search…
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| 37706 |
aria-mcp-football
Claim
Tells you when your favourite football teams play and where to watch in Denmark…
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| 37707 |
affinity-mcp-proxy
Claim
Proxies the local Affinity MCP server over stdio, enabling tools to call Affini…
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| 37708 |
iMessage Bridge for Poke
Claim
Enables reading and sending iMessages through Poke via a local Mac server, with…
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| 37709 |
Tipsoi MCP
Claim
Read-only MCP server for the Tipsoi HRM API, exposing 15 tools to read employee…
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| 37710 |
hw_rag_mcp
Claim
MCP server that indexes a knowledge base into Chroma and provides search tools …
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| 37711 |
Read-only MCP server for MongoDB ERP analytics with catalog-driven collection a…
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| 37712 |
hello-world-mcp
Claim
A simple Model Context Protocol server that provides a hello world greeting too…
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| 37713 |
Vertical Marketplace
Claim
Agent-to-agent marketplace: AI agents list and buy data, services and compute. …
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| 37714 |
tradingview-mcp
Claim
A Model Context Protocol (MCP) server that lets AI assistants interact with Tra…
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| 37715 |
mnemo-mcp
Claim
Portable cognitive memory for AI agents with semantic search, decay, and dedupl…
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| 37716 |
graphql-agent-toolkit
Claim
Enables AI agents to interact with any GraphQL API by introspecting the schema …
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| 37717 |
gluestack-ui-mcp-server
Claim
Provides AI assistants with comprehensive access to Gluestack UI components, so…
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| 37718 |
Token Bowl MCP Server
Claim
Enables interaction with a Token Bowl fantasy football league through the Sleep…
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| 37719 |
Enables AI assistants to manage campaigns, users, backlinks, keywords, and SEO …
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| 37720 |
xuanxue-bazi-matching
Claim
Deterministic Chinese divination APIs (BaZi/QiMen/ZiWei/MeiHua/LiuYao/LiuRen) x…
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| 37721 |
next-finance
Claim
MCP Server for NEXT Finance ERP (finance.net.br) — browser login, wallets, acco…
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| 37722 |
Supabase MCP
Claim
MCP server for Supabase, enabling database CRUD, storage management, auth admin…
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| 37723 |
HybridS3
Claim
Lightweight object storage with S3, HTTP, and MCP interfaces, enabling AI agent…
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| 37724 |
truetick-mcp
Claim
Manage TrueTick Minecraft hosting servers from AI agents: create/start/stop, li…
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| 37725 |
eyebrowse
Claim
Stealthy, LLM-drivable browser engine — a Python library + 85-tool MCP server o…
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| 37726 |
PWN-MCP
Claim
A CTF Pwn AI-assisted debugging platform based on MCP, enabling AI to directly …
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| 37727 |
tmux-mcp-claude
Claim
Gives Claude Code full control over tmux sessions, windows, and panes, with an …
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| 37728 |
tomsk-transport
Claim
MCP server providing real-time public transport data for Tomsk, including route…
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| 37729 |
Consolidated Bitcoin market data for AI agents: BBO pricing, ML signals, fundin…
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| 37730 |
make-mcp
Claim
This MCP server provides integration with Make.com (formerly Integromat) for wo…
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| 37731 |
Brotato Coach
Claim
Deterministic Brotato theorycrafter MCP server: facts and math, not guesses or …
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| 37732 |
openclaw-control-mcp
Claim
MCP server bridging Claude Code to the OpenClaw gateway management plane via JS…
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| 37733 |
LXD MCP Server
Claim
Enables AI assistants to manage LXD containers and virtual machines through a s…
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| 37734 |
RAGFlow MCP Server
Claim
Enables listing datasets, creating chat assistants, and chatting with them via …
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| 37735 |
agentmemorymcp-mcp
Claim
A paid remote MCP for agent memory MCP, built to return verdicts, receipts, usa…
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| 37736 |
Notion DB MCP Helper
Claim
Provides tools for querying and updating Notion database rows by exact property…
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| 37737 |
mcp-speedrun
Claim
Enables AI agents to query Speedrun.com data through the official API, supporti…
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| 37738 |
Folosat MCP — income allocation, savings goals, group expenses and wealth track…
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| 37739 |
mcp-ai-voice
Claim
Enables AI agents to synthesize natural speech using either platform system voi…
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| 37740 |
MeltFlex AI
Claim
AI interior design — restyle rooms, place furniture, and virtually stage spaces…
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| 37741 |
MCP STDIO Webhook Server
Claim
A lightweight MCP server that accepts event envelopes, maps them to configurabl…
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| 37742 |
browserbase
Claim
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| 37743 | — | |||||||||
| 37744 |
recap-mcp
Claim
Open-source MCP server giving Claude persistent project memory via plain markdo…
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| 37745 |
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
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| 37746 |
EntraID MCP Server
Claim
A FastMCP server for interacting with Microsoft Entra ID via the Microsoft Grap…
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| 37747 |
mcp-server
Claim
MCP server for AKKA Finance DEX aggregator — swap quotes, routes, and execution
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| 37748 |
skills
Claim
AI agent skills for UnifAPI MCP and public-data workflows
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| 37749 |
linkedin-engine
Claim
Enables running the entire LinkedIn sales motion inside Claude Code, including …
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| 37750 |
kodey-salesforce-mcp-dev
Claim
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