MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 1 hour, 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47501 |
mappls-mcp
Claim
MCP server for Mappls (MapMyIndia) — India-first maps API for AI agents
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| 47502 |
browser-stream
Claim
Collapses browser act-then-observe into single tool calls, returning immediate …
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| 47503 |
AI Scanner
Claim
Scan codebases for LLM/AI SDK usage, exposed API tokens, and hardcoded secrets.
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| 47504 |
clio-mcp
Claim
MCP server for Clio Manage + Clio Grow - by Advocate Cloud Solutions.
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| 47505 |
mcp-broker
Claim
Local MCP broker that exposes one compact entry for many upstream servers.
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| 47506 |
Enables AI assistants to perform structured, step-by-step reasoning by breaking…
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| 47507 |
protect-mcp
Claim
Security gateway for MCP servers. Shadow-mode logs, per-tool policies, optional…
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| 47508 |
Enables semantic search over VTT transcript files using AI-powered structured s…
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| 47509 |
Deployable MCP server on Cloudflare Workers without authentication, enabling AI…
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| 47510 |
CodeRide
Claim
CodeRide eliminates the context reset cycle once and for all. Through MCP integ…
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| 47511 |
scheduler-mcp
Claim
Self-hosted scheduler using Notion as control plane and Docker container with S…
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| 47512 |
Control Ableton Live from Claude, Cursor or Codex with LOM tools, device knowle…
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| 47513 |
GCal-mcp
Claim
A stateless Google Calendar MCP proxy that uses Baserow for OAuth management, e…
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| 47514 |
local-document-rag-agent
Claim
MCP server enabling Claude Desktop to answer questions from local Word and PDF …
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| 47515 |
saft-mcp
Claim
An MCP server that enables AI assistants to parse, validate, and analyze Portug…
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| 47516 |
IAPI MCP Server
Claim
Enables cryptocurrency investigation and analysis through the Chainalysis Inves…
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| 47517 |
DataNexus MCP
Claim
55 tools. Verified public data — CVE/SBOM security audits, licence compliance, …
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| 47518 |
datalikers-mcp
Claim
MCP server for DataLikers — 29 hand-built tools for Instagram & TikTok data: us…
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| 47519 |
care-home-cqc-mcp
Claim
UK Care Quality Commission (CQC) Single Assessment Framework compliance for car…
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| 47520 |
Monarch Money MCP Server
Claim
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
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| 47521 |
mcp-arcgis-johnsoncity
Claim
Access and query City of Johnson City GIS open geospatial datasets (parcels, zo…
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| 47522 |
MyFitnessPal
Claim
MCP server for MyFitnessPal: log, search, and analyze your food diary.
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| 47523 |
twitter-mcp
Claim
A lightweight Twitter MCP server for Claude Code with 17 tools for reading and …
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| 47524 |
Baasix MCP Server
Claim
Enables to interact with Baasix Backend-as-a-Service operations including schem…
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| 47525 |
OAPT MCP Extension
Claim
Connects Claude Desktop to the OAPT MCP server for natural-language queries acr…
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| 47526 |
wechat-mcp-server
Claim
MCP server for reading local WeChat data, enabling AI assistants to query chat …
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| 47527 |
An MCP server that decides whether each step of an agent requires cheap intuiti…
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| 47528 |
Arcane RMCP
Claim
Rust MCP server and CLI for Arcane Docker and container management.
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| 47529 |
cn-llm-bridge
Claim
Enables Claude Code to leverage Chinese LLMs for multimodal tasks including ima…
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| 47530 |
clr-openmanage-mcp
Claim
MCP server for Dell OpenManage Enterprise that allows AI assistants to monitor …
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| 47531 |
Creates custom VS Code chat modes and prompts for specialized development workf…
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| 47532 |
Motion MCP Server
Claim
Bridges Motion's AI-powered calendar and task management API with LLMs via the …
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| 47533 |
tesla-powerwall
Claim
Enables AI assistants to monitor and control Tesla Powerwall 2 systems via loca…
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| 47534 |
forkmind
Claim
Branchable LLM history DAG + encrypted context capsules agents can save, restor…
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| 47535 |
Balladic
Claim
Work data synthesizer and project tracking platform seeking to close the gap be…
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| 47536 |
Railway MCP Server
Claim
Manage your Railway.app infrastructure effortlessly. Deploy services, manage va…
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| 47537 |
MCP Apps POC
Claim
A proof-of-concept demonstrating interactive UI capabilities for MCP servers th…
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| 47538 |
tw-law-mcp
Claim
This MCP server enables querying Taiwan interior decoration regulations and pro…
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| 47539 |
praesentire-mcp
Claim
Bilingual financial news sentiment (English + Traditional Chinese) scored by Cl…
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| 47540 |
platform-adapter-mcp
Claim
Wraps multiple bug bounty platform APIs (HackerOne, Bugcrowd, etc.) behind a un…
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| 47541 |
MCP Academic Editor
Claim
A sophisticated academic manuscript revision system that provides surgical, lin…
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| 47542 |
Provide a stateless, scalable MCP server for arithmetic calculations using Stre…
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| 47543 |
An MCP server that delivers various joke types (Chuck Norris, Dad jokes, etc.) …
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| 47544 |
RCLL
Claim
Self-hosted shared memory for a team of AI agents. Rooms, L0-L3 depth, no LLM o…
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| 47545 |
MCP Server + LLM Agent
Claim
Enables users to interact with a set of tools via an LLM agent, allowing natura…
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| 47546 |
simpliq-server
Claim
Simpliq Data Proxy MCP Server - Connects LLMs to SQL Databases via Semantic Map…
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| 47547 |
Webpage MCP
Claim
Enables AI assistants to control your webpage via MCP, allowing navigation, scr…
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| 47548 |
MCP AEMPS — CIMA
Claim
MCP server for the Spanish AEMPS CIMA pharmaceutical registry (20,000+ authoris…
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| 47549 |
Kamy
Claim
Other PDF MCP servers ask you to install Chrome, manage a local renderer, and s…
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| 47550 |
Crypto MCP Server
Claim
Provides real-time and historical cryptocurrency market data using ccxt, enabli…
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