MCP Server Quality Scores
Independent quality analysis of 64636 public MCP servers
Last updated 4 hours, 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35951 |
Odds-API MCP Server
Claim
Enables AI assistants to access sports betting odds data from 265+ bookmakers a…
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| 35952 |
transcribeMCP
Claim
MCP server for GovTech's Transcribe speech-to-text service, enabling audio uplo…
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| 35953 |
utsunomiya-mcp-server
Claim
Enables querying Utsunomiya city's open datasets using natural language, with f…
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| 35954 |
An MCP server that lets AI assistants control Adobe Illustrator locally—running…
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| 35955 |
abap-mcp
Claim
An MCP server that connects AI assistants to SAP systems via the ADT REST API, …
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| 35956 |
aetherwave-mcp
Claim
Music, image, video and audio generation across top AI providers - one key, one…
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| 35957 |
An MCP server for Infrastructure as Code that enables AI assistants to manage c…
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| 35958 |
figma-slides-mcp
Claim
Enables AI agents to create and edit Figma Slides in real-time, with built-in r…
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| 35959 |
pywinauto-mcp
Claim
A Windows computer use agent — FastMCP server that gives AI assistants hands on…
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| 35960 |
external-agent-mcp
Claim
Bridges Codex to external CLI coding agents for read-only code analysis and det…
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| 35961 |
HWPX Document Server
Claim
Enables reading, editing, and creating Korean HWPX documents through python-hwp…
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| 35962 |
AWS Security MCP Server
Claim
Enables management and analysis of AWS security groups, S3 buckets, and VPC con…
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| 35963 |
GraphQL MCP Server
Claim
Enables AI agents to connect to any GraphQL endpoint, introspect schemas, and e…
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| 35964 |
workiq-mcp-bridge
Claim
Bridges any local agent or LLM to Microsoft Work IQ's remote MCP server for ent…
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| 35965 |
serial-mcp
Claim
An MCP server that enables AI agents to read serial output from devices by buff…
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| 35966 |
Unified Memory MCP
Claim
Local explicit memory vault exposing MCP tools for storing, searching, and mana…
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| 35967 |
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
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| 35968 |
api-docs-generator-ai-mcp MCP server by MEOK AI Labs
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| 35969 |
ecobrowser MCP server
Claim
Enables AI agents to control a browser via MCP with structured perception, veri…
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| 35970 |
MCP Server
Claim
This MCP server provides tools like weather lookup and follows the Model Contex…
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| 35971 |
kryonex-mcp
Claim
A TypeScript-based MCP server implementing a simple notes system with resources…
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| 35972 |
enfoboost-psa
Claim
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| 35973 |
Venice MCP Server
Claim
Provides 31 tools and 3 resources to access Venice's uncensored AI models for c…
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| 35974 |
Production MCP Starter
Claim
A hexagonal TypeScript starter for production MCP servers with built-in authent…
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| 35975 |
Keepit MCP
Claim
MCP server for interacting with Keepit backup and data protection services. Ena…
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| 35976 |
veragent-mcp
Claim
Enables checking trust of MCP tools before installation, listing trusted tools,…
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| 35977 |
model-radar
Claim
MCP server that pings 130+ free coding LLM models across 17 providers in real-t…
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| 35978 |
vapi-ai-mcp
Claim
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| 35979 |
ntfy-mcp
Claim
MCP server for sending notifications to ntfy.sh or self-hosted ntfy instances.
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| 35980 |
thalovant-mcp
Claim
MCP server for Thalovant control-plane and hub runtime APIs, supporting local s…
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| 35981 |
SentinelMCP
Claim
Analyzes inputs and outputs in real-time to protect against prompt injections, …
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| 35982 |
Adversa
Claim
LLM red-team harness that scans for OWASP LLM Top 10 and MITRE ATLAS vulnerabil…
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| 35983 |
Guild Wars 1 MCP
Claim
Read-only MCP server for public Guild Wars 1 sources (wiki, builds, YouTube, Re…
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| 35984 |
Hive Mind
Claim
Swarm intelligence for AI agents, enabling collective decision-making through w…
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| 35985 |
oscilloscope-mcp
Claim
AI-driven USB oscilloscope control via FastMCP, enabling waveform capture, CSV …
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| 35986 |
Alpaca MCP Server
Claim
An MCP server implementation for Alpaca's Trading API that enables LLMs to inte…
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| 35987 |
ainative-postgres-mcp
Claim
Zero-config PostgreSQL MCP server with auto-provisioning. Drop-in replacement f…
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| 35988 |
Mnela MCP Server
Claim
Enables MCP clients to read and write into a self-hosted personal knowledge bas…
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| 35989 |
Nexez Agentic Commerce
Claim
Search merchants, inspect structured offers, and validate checkout or negotiati…
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| 35990 |
karve
Claim
Provides persistent semantic memory for Claude Code via local embeddings and si…
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| 35991 |
mcp-x
Claim
Enables posting tweets to X (Twitter) via the X API v2, using Claude.
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| 35992 |
Memstem
Claim
A standalone memory service that provides a unified, pull-based knowledge store…
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| 35993 |
Ryot MCP Starter
Claim
A local MCP server for interacting with a self-hosted Ryot instance, enabling m…
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| 35994 |
N8N MCP Server
Claim
Model Context Protocol (MCP) server for managing n8n workflows, allowing Claude…
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| 35995 |
readypermit-mcp
Claim
AI-powered property intelligence for instant zoning analysis, buildability asse…
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| 35996 |
Ged Invest MCP
Claim
An MCP server for construction tools that calculates wall formwork material tak…
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| 35997 |
Handled Personalizer MCP
Claim
Generates AI-written personalized cold email opening lines from a prospect's we…
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| 35998 |
admob-mcp
Claim
A Model Context Protocol server for the Google AdMob API, enabling reading and …
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| 35999 |
Tether MD
Claim
Enables anchored comments in Markdown files that AI agents can propose changes …
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| 36000 |
opengrok-mcp
Claim
Enables LLMs to query OpenGrok for source code searches, including definitions,…
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