MCP Server Quality Scores
Independent quality analysis of 33593 public MCP servers
Last updated 0 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 10101 |
mcp
Claim
MCP server exposing Hummingbot API for automated multi-exchange trading
|
C 66 5⁄4 | ||||||||
| 10102 |
MCP Geo Location Server
Claim
Integrates EdgeOne Pages Functions with large language models to retrieve and u…
|
C 66 5⁄5 | ||||||||
| 10103 |
|
C 66 5⁄4 | ||||||||
| 10104 |
Enables image analysis and understanding using Vision Language Models through O…
|
C 66 5⁄5 | ||||||||
| 10105 |
Loom Transcript MCP
Claim
Enables users to fetch transcripts and comments from public Loom video URLs. It…
|
C 66 5⁄5 | ||||||||
| 10106 |
Provides natural language access to over 100 years of historical market index d…
|
C 66 5⁄5 | ||||||||
| 10107 |
Enables AI assistants to interact with SIEMENS PLC S7-1500/1200 controllers thr…
|
C 66 5⁄5 | ||||||||
| 10108 |
MCP server for Mendeley reference manager. Search your library, browse folders,…
|
C 66 5⁄5 | ||||||||
| 10109 |
MCP Job Search
Claim
Helps users find suitable LinkedIn job opportunities by automatically scraping …
|
C 66 5⁄5 | ||||||||
| 10110 |
Score your specs before feeding them to an LLM. MCP server with radar chart vis…
|
C 66 6⁄4 | ||||||||
| 10111 |
Provides tools for accurate Twitter/X post character counting, validation, and …
|
C 66 5⁄5 | ||||||||
| 10112 |
Provides privacy-focused web search capabilities through SearXNG metasearch eng…
|
C 66 5⁄5 | ||||||||
| 10113 |
Internet speed testing with network performance metrics including download/uplo…
|
C 66 5⁄5 | ||||||||
| 10114 |
An MCP server that bridges local Ollama models and ChromaDB vector memory to MC…
|
C 66 5⁄4 | ||||||||
| 10115 |
MCP server for querying the ORKL API. This server provides tools for fetching t…
|
C 66 5⁄5 | ||||||||
| 10116 |
Enables aerodynamic analysis through XFOIL polar computations. Provides typed m…
|
C 66 5⁄5 | ||||||||
| 10117 |
Autonomous infra for Coding Agents paid by X402
|
C 66 5⁄5 | ||||||||
| 10118 |
Run SOQL queries against your Salesforce org to retrieve records and insights. …
|
C 66 6⁄6 | ||||||||
| 10119 |
MCP server for interacting with Atlan services including asset search, updates,…
|
C 66 5⁄5 | ||||||||
| 10120 |
ProAlpha MCP Server
Claim
A Model-Context-Protocol server that provides a read-only interface to ProAlpha…
|
C 66 5⁄5 | ||||||||
| 10121 |
Random Advice Server
Claim
Provide users with random advice through a simple and accessible API. Integrate…
|
C 66 5⁄4 | ||||||||
| 10122 |
File Convert MCP Server
|
C 66 5⁄5 | ||||||||
| 10123 |
A template for deploying an unauthenticated remote MCP server on Cloudflare Wor…
|
C 66 5⁄5 | ||||||||
| 10124 |
A command-line interface application that enables interactive chat with AI mode…
|
C 66 5⁄5 | ||||||||
| 10125 |
secops-mcp
Claim
All-in-one security testing toolbox that brings together popular open source to…
|
C 66 5⁄4 | ||||||||
| 10126 |
Enables conversion between EDIFACT and BO4E data formats through the transforme…
|
C 66 5⁄5 | ||||||||
| 10127 |
A read-only Model Context Protocol server that enables LLMs to query Cisco Fire…
|
C 66 5⁄5 | ||||||||
| 10128 |
Git Stuff Server
Claim
MCP server providing Git-related functionalities, primarily a tool to generate …
|
C 66 5⁄5 | ||||||||
| 10129 |
EnvMem
|
C 66 5⁄5 | ||||||||
| 10130 |
A proof-of-concept MCP server that enables reading local files and performing b…
|
C 66 5⁄4 | ||||||||
| 10131 |
An MCP server that evaluates product designs against Dieter Rams' 10 principles…
|
C 66 5⁄5 | ||||||||
| 10132 |
Enables interaction with MongoDB databases through MCP, supporting database que…
|
C 66 5⁄4 | ||||||||
| 10133 |
Exposes Monobank personal account data through MCP tools, allowing users to fet…
|
C 66 5⁄5 | ||||||||
| 10134 |
Enables agents to convert text to speech using OpenAI's TTS models with voice s…
|
C 66 5⁄4 | ||||||||
| 10135 |
Echo your input to test workflows and integrations. Validate formatting, prompt…
|
C 66 5⁄4 | ||||||||
| 10136 |
Enables AI assistants to search and retrieve records from the Digital Guitar Ar…
|
C 66 5⁄5 | ||||||||
| 10137 |
An MCP server for interacting with the Wahoo Cloud API to manage workouts, rout…
|
C 66 5⁄5 | ||||||||
| 10138 |
Enables AI assistants to scan project dependencies and Infrastructure as Code f…
|
C 66 5⁄5 | ||||||||
| 10139 |
Zerodha MCP Server
Claim
Enables trading operations on Zerodha platform through natural language, suppor…
|
C 66 5⁄5 | ||||||||
| 10140 |
Bridges Claude with a live FreeCAD instance to provide deep access to runtime s…
|
C 66 5⁄4 | ||||||||
| 10141 |
Enables access to GVA GIS (Generalitat Valenciana) geographic data through ArcG…
|
C 66 5⁄5 | ||||||||
| 10142 |
Model Context Protocol (MCP) server for TestRail platform, enabling LLMs to man…
|
C 66 6⁄4 | ||||||||
| 10143 |
Enables retrieval and processing of web page content for LLMs by converting HTM…
|
C 66 5⁄5 | ||||||||
| 10144 |
Enables dynamic exploration of Angular library components by reading and analyz…
|
C 66 5⁄4 | ||||||||
| 10145 |
A Model Context Protocol server that uses Osmosis-Apply-1.7B to intelligently a…
|
C 66 5⁄5 | ||||||||
| 10146 |
Provides access to over 200,000 open-source vector icons from more than 200 ico…
|
C 66 5⁄5 | ||||||||
| 10147 |
Enables integration with Evernote API to access and manage Evernote resources i…
|
C 66 5⁄5 | ||||||||
| 10148 |
nf-core MCP Server
Claim
Enables users to manage and navigate nf-core bioinformatics pipeline repositori…
|
C 66 5⁄4 | ||||||||
| 10149 |
A Model Context Protocol server for IDA interaction and automation. This server…
|
C 66 5⁄5 | ||||||||
| 10150 |
Enables LLMs to autonomously reverse engineer applications by exposing Ghidra's…
|
C 66 5⁄4 | ||||||||