MCP Server Quality Scores
Independent quality analysis of 69400 public MCP servers
Last updated 23 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38401 |
claude-for-abap
Claim
MCP server giving Claude (and any MCP-compatible client) live access to SAP sys…
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| 38402 |
MCP Weather Workshop
Claim
A step-by-step workshop for building an MCP server that provides weather tools …
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| 38403 |
Gvnr
Claim
Budget & cost control for AI agents — per-agent spend caps + rate limits before…
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| 38404 |
devcontainer-mcp
Claim
Manage dev container environments via MCP (Docker, DevPod, Codespaces).
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| 38405 |
onchain-safety-mcp
Claim
Token-safety for AI agents: rug/honeypot verdict + score across PulseChain, Mon…
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| 38406 |
py-mcp-students
Claim
Enables LLMs to manage student records through natural language by wrapping a s…
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| 38407 |
DataJud MCP TJMA
Claim
A server that integrates with the CNJ DataJud API for the Maranhão Court of Jus…
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| 38408 |
spm-analyzer-mcp
Claim
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| 38409 |
A simple MCP server that provides basic calculator operations such as add, subt…
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| 38410 |
agent-memory
Claim
Provides long-term memory for AI agents with per-user scoped recall, ranking by…
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| 38411 |
recall
Claim
Persistent memory for Claude Code. Search, recall, and re-inject context from a…
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| 38412 |
Bleep
Claim
Create Tasks and run Workflows in Bleep from Claude, ChatGPT, and other AI assi…
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| 38413 |
zt
Claim
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| 38414 |
Medical MCP Chatbot
Claim
A FastAPI backend service that connects to Azure's Managed Chat Project using G…
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| 38415 |
talktoplanb-mcp
Claim
MCP server for TalkToPlanB: list rooms, read & send messages (WhatsApp alternat…
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| 38416 |
alephant-mcp
Claim
Alephant MCP server for AI cost control, BYO-key routing, 50+ providers, and 32…
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| 38417 |
Meeting Notes MCP Server
Claim
A self-hosted MCP server for storing, searching, and querying meeting notes wit…
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| 38418 |
Odds API MCP Server
Claim
An MCP server that connects Claude Desktop to The Odds API, giving Claude real-…
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| 38419 |
universal-memory-service
Claim
Self-hosted service providing unified memory search and write operations across…
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| 38420 |
agent-invoice
Claim
Enables agents to generate, track, and manage invoices via MCP tools, with CLI …
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| 38421 |
reposcout
Claim
Discover, enrich, and rank GitHub repos for an objective with weighted, evidenc…
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| 38422 |
Simsima Connectivity
Claim
Search, recommend & buy travel eSIM data plans for 190+ destinations via AI age…
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| 38423 |
x402-list-mcp
Claim
Enables AI agents to discover x402 payment services and query on-chain-verified…
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| 38424 |
context-autopilot
Claim
Mines your Claude Code and Cursor sessions into evidence-based CLAUDE.md / AGEN…
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| 38425 |
apple-search-ads-mcp
Claim
Apple Ads (formerly Apple Search Ads) Campaign Management API v5 with **1:1 end…
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| 38426 |
Luminus
Claim
Provides real-time European and GB electricity grid data via MCP, including gen…
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| 38427 |
Enables AI assistants to chat about Nehan Chandira's CV and send email notifica…
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| 38428 |
SkillOps MCP
Claim
An AI-powered MCP server for EdTech teams that automates support triage, re-eng…
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| 38429 |
Weather MCP Server
Claim
Enables fetching current temperature for any city using the Open-Meteo API, req…
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| 38430 |
mcp-server-sftp
Claim
A Model Context Protocol server that exposes SFTP file operations as tools, inc…
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| 38431 |
fallmortgageonboard-mcp
Claim
MCP server for foldkit, exposing 7-prime spine, 7 κ-bands, and 6 fold operation…
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| 38432 |
YouTrack MCP
Claim
A Model Context Protocol (MCP) server for YouTrack integration, providing a sta…
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| 38433 |
bluebeam-mcp
Claim
MCP server that exposes Bluebeam Revu 21 to Claude for PDF markup, document man…
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| 38434 |
Atmark
Claim
Email for AI agents: its own address, not your Gmail. Invite-only; requires an …
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| 38435 |
DingusMail
Claim
MCP server for parsing .eml email files, extracting metadata, content, and atta…
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| 38436 |
Nano Banana MCP
Claim
MCP server for Google Gemini image generation with configurable model support, …
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| 38437 |
discrete-structures
Claim
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| 38438 |
mcpfusion
Claim
MCP Fusion - The TypeScript framework for secure MCP servers.
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| 38439 |
david-mcp6
Claim
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| 38440 |
Enables Claude to control tmux sessions, manage windows and panes, and search/e…
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| 38441 |
Memento
Claim
A persistent memory MCP server for AI assistants, storing and retrieving notes …
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| 38442 |
clawtube-mcp
Claim
Minimal MCP server for ClawTube — a small, auditable control plane for skills a…
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| 38443 |
notebooklm-codex
Claim
Enables Codex to interact with Google NotebookLM, allowing it to list notebooks…
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| 38444 |
MCP Server for Database
Claim
A read-only MCP server that enables AI agents to explore database schemas and e…
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| 38445 |
contextweaver
Claim
MCP context gateway that fronts your upstream MCP server(s): the model sees a b…
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| 38446 |
claude-code-telegrammer
Claim
Enables Claude Code to act as an autonomous Telegram agent with tools for reply…
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| 38447 |
WHOOP MCP
Claim
Privacy-first, unofficial WHOOP MCP server for AI health, sleep, recovery, and …
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| 38448 |
MCP AI Router
Claim
Intelligent routing service that selects optimal AI models based on capability …
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| 38449 |
Legalithm
Claim
EU AI Act compliance in your editor.Classify risk, cite obligations, draft Arti…
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| 38450 |
Azure SQL MCP Server
Claim
Enables querying, exploring, and interacting with Azure SQL databases through M…
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