MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 2 hours ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 51251 |
mdbp-server
Claim
Enables AI systems to securely query databases using structured intents (MDBP) …
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| 51252 |
MCP server that exposes Open WebUI Knowledge Bases as tools and resources, enab…
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| 51253 |
SkillForge MCP
Claim
A universal MCP server that loads Markdown skills from arbitrary folders, enabl…
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| 51254 |
Media-Editor-MCP
Claim
Provides MCP servers for AI-driven video editing. Enables offline editing of Ca…
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| 51255 |
mcp-research-pipeline
Claim
Unifies YouTube transcripts, YouTube search, and Google NotebookLM into a resea…
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| 51256 |
Revise MCP
Claim
Provides tools to revise and refactor code via MCP, including moving code, inde…
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| 51257 |
weather-mcp
Claim
Provides real-time weather data and alerts from the National Weather Service AP…
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| 51258 |
creo-mcp-server
Claim
MCP server for interacting with Creo Parametric CAD software. Enables tool call…
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| 51259 |
telemcp
Claim
An MCP server that gives AI assistants read-only access to your personal Telegr…
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| 51260 |
mythic-index-mcp
Claim
MCP server for Magic: The Gathering card prices, deck analysis, sealed product …
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| 51261 |
sfmcMCP
Claim
Enables managing Azure Service Fabric Managed Clusters through the Azure REST A…
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| 51262 |
Momento MCP Server
Claim
A simple MCP server for Momento Cache enabling get, set, list, create, and dele…
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| 51263 |
CodeGuardian MCP
Claim
Validates AI-generated code against actual codebases to catch hallucinations, d…
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| 51264 |
cdbmcp
Claim
Enables AI clients to inspect live memory of a running C++ process on Windows u…
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| 51265 |
warehouse-mcp
Claim
Production MCP server for Postgres, Oracle, Snowflake, BigQuery, Redshift, Duck…
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| 51266 |
agentrails
Claim
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| 51267 |
Flight Agent Matrix
Claim
Search Google, Skyscanner, Skiplagged, Booking.com in real time. Get your API k…
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| 51268 |
LogicProMCP
Claim
A local MCP server that bridges Logic Pro MIDI data via an AUv3 plugin, enablin…
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| 51269 |
mcp-arcgis-asheville
Claim
Enables querying City of Asheville open geospatial data (parcels, zoning, etc.)…
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| 51270 |
crypto-mcp-server
Claim
Enables EVM blockchain operations through Alchemy RPC, including balance querie…
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| 51271 |
MCP_Discord_Server
Claim
Discord Message Sending Service for Claude Desktop and KADI Agents that enables…
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| 51272 |
ai-act-mcp
Claim
Enables EU AI Act compliance assessment by classifying AI systems, listing obli…
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| 51273 |
pdf-chart-parser
Claim
An MCP server that extracts energy-usage charts from utility-bill PDFs, returni…
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| 51274 |
MCP FastAPI Server
Claim
Enables routing of AI model requests for code generation and debugging with API…
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| 51275 |
fffinstill
Claim
MCP server for fffinstill — A Research Lab for Your Investment Ideas
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| 51276 |
Enables AI assistants to generate interactive Excalidraw diagrams with viewport…
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| 51277 |
Remote MCP Server
Claim
Deploys an MCP server on Cloudflare Workers with OAuth, supporting math tools l…
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| 51278 |
GitHub Models Helper
Claim
An MCP server that helps interact with and compare different GitHub Models, ena…
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| 51279 |
b24-dev-git
Claim
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| 51280 |
Searchless-ngx
Claim
An Agentic RAG MCP Server that transforms Paperless-ngx into a conversational d…
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| 51281 |
Provides stealth web browsing using dual browser engines (Chromium and Firefox)…
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| 51282 |
emovi-mcp
Claim
MCP server for the ESRU-EMOVI 2023 social mobility survey in Mexico. Enables AI…
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| 51283 |
my-context-mcp
Claim
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| 51284 |
ZERNO Lite MCP Server
Claim
Secure remote MCP server for giving AI agents access to ZERNO project briefs, t…
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| 51285 |
Rememberizer MCP Server
Claim
Enables querying and managing personal/team internal knowledge from sources lik…
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| 51286 |
aimemory
Claim
Gives AI agents persistent memory with semantic search, automatic extraction, a…
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| 51287 |
Twitter/X MCP Server
Claim
Connects AI assistants to Twitter/X using cookie-based authentication to read t…
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| 51288 |
Provides RAG-based FastAPI documentation retrieval and project introspection to…
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| 51289 |
mcp_hospirfq_processor
Claim
Exposes RFQ, travel, and hospitality operations as MCP tools backed by a GraphQ…
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| 51290 |
A neuromorphic visual processing system that combines visual memory storage wit…
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| 51291 |
mcp-server-github
Claim
An MCP server that enables GitHub API operations such as managing repositories,…
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| 51292 |
ai-trading-bot-01
Claim
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| 51293 |
Provides access to Jina AI's suite of tools including web search, URL reading, …
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| 51294 |
VÆR
Claim
Provides LLM-friendly weather tools and Norwegian place name resolution via MCP…
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| 51295 |
ThreatWatch MCP
Claim
AI-powered threat intelligence server with real-time alert monitoring and multi…
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| 51296 |
geocoding-mcp
Claim
An MCP server for forward geocoding via the Nominatim API (OpenStreetMap) with …
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| 51297 |
EVM Proxy MCP
Claim
MCP server providing AI assistants with tools for advanced EVM smart contract a…
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| 51298 |
Gmail MCP Server
Claim
Enables interaction with Gmail through the MCP protocol, supporting sending, re…
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| 51299 |
Containarium-Cloud
Claim
Persistent, secure LXC sandbox environments for AI agents with native MCP suppo…
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| 51300 |
@maxronner/tea-mcp
Claim
Enables AI assistants to manage Gitea repositories, issues, and pull requests v…
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