MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 1 hour, 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 13451 |
This adds a border to an image and returns base64 encoded image
|
C 58 5⁄5 | ||||||||
| 13452 |
An MCP server that enables AI assistants to interact with Obsidian vaults by pr…
|
C 58 5⁄4 | ||||||||
| 13453 |
MCP server that fetches LinkedIn profile information using the Fresh LinkedIn P…
|
C 58 5⁄5 | ||||||||
| 13454 |
lsfusion-mcp
Claim
Enables RAG-powered documentation search using OpenAI embeddings and Pinecone v…
|
C 58 5⁄5 | ||||||||
| 13455 |
Deep Graph MCP Server
Claim
Enables seamless interaction with public or private code graphs from DeepGraph …
|
C 58 6⁄6 | ||||||||
| 13456 |
E0N-MCP-FOR-ETH
Claim
just a simple test for education
|
C 58 5⁄5 | ||||||||
| 13457 |
An MCP server that tracks newly created pools on Pancake Swap.
|
C 58 5⁄5 | ||||||||
| 13458 |
A Model Context Protocol server implementation that connects to AWS Cognito for…
|
C 58 5⁄5 | ||||||||
| 13459 |
Handles SQL query execution for a natural language interface to SQLite database…
|
C 58 5⁄4 | ||||||||
| 13460 |
MCP PDF Server
Claim
A PDF processing server that extracts text via normal parsing or OCR, and retri…
|
C 58 5⁄4 | ||||||||
| 13461 |
Enables interaction with the kickflow workflow management API through MCP, supp…
|
C 58 6⁄6 | ||||||||
| 13462 |
Experimental MCP server for Postmark, built by Postmark Labs. Designed for tink…
|
C 58 6⁄6 | ||||||||
| 13463 |
mcp-booth
Claim
Booth.pm
|
C 58 5⁄5 | ||||||||
| 13464 |
Provides current time information with support for multiple IANA timezones, def…
|
C 58 5⁄5 | ||||||||
| 13465 |
A minimal, well-structured starter template for building Model Context Protocol…
|
C 58 5⁄4 | ||||||||
| 13466 |
A server that integrates trained Random Forest models with Bee Framework, enabl…
|
C 58 5⁄4 | ||||||||
| 13467 |
Enables AI assistants to search academic literature and retrieve detailed metad…
|
C 58 5⁄5 | ||||||||
| 13468 |
An MCP server that tracks Bitcoin's Unspent Transaction Outputs (UTXO) and bloc…
|
C 58 5⁄5 | ||||||||
| 13469 |
A simple greeting server that responds to messages, particularly answering 'how…
|
C 58 5⁄5 | ||||||||
| 13470 |
Enables automatic generation of test scenarios from user stories uploaded to Cl…
|
C 58 5⁄4 | ||||||||
| 13471 |
Provides tools for extracting text, performing OCR on scanned documents, and re…
|
C 58 5⁄4 | ||||||||
| 13472 |
ChillMCP
Claim
Enables AI agents to take breaks and manage stress levels through various休息 act…
|
C 58 5⁄5 | ||||||||
| 13473 |
Enables querying a vector database of machine learning FAQs and performing web …
|
C 58 5⁄4 | ||||||||
| 13474 |
Agent-complete localization: extract strings, push keys, AI-translate, pull typ…
|
C 58 5⁄5 | ||||||||
| 13475 |
A Model Context Protocol server that allows AI assistants to create and manage …
|
C 58 5⁄4 | ||||||||
| 13476 |
A Model Context Protocol (MCP) server implementation that uses Server-Sent Even…
|
C 57 5⁄5 | ||||||||
| 13477 |
A server that powers an interactive chatbot for querying and managing tax alert…
|
C 57 5⁄4 | ||||||||
| 13478 |
A free, plug-and-play knowledge base server that provides access to 10,000+ ins…
|
C 57 5⁄4 | ||||||||
| 13479 |
fetch the latest channels messages chat
|
C 57 5⁄5 | ||||||||
| 13480 |
TrustPilot for APIs — independent reliability ratings for APIs and MCP servers,…
|
C 57 5⁄5 | ||||||||
| 13481 |
A demonstration MCP server providing basic tools for returning greetings and pe…
|
C 57 5⁄4 | ||||||||
| 13482 |
Enables AI assistants to query Salesforce data including retrieving accounts by…
|
C 57 5⁄5 | ||||||||
| 13483 |
Enables sending messages and scheduling reminders through multiple platforms in…
|
C 57 5⁄5 | ||||||||
| 13484 |
An MCP server that indexes local Python projects into a SQLite database to enab…
|
C 57 5⁄4 | ||||||||
| 13485 |
Enables creating and managing text notes through MCP resources and tools. Provi…
|
C 57 5⁄4 | ||||||||
| 13486 |
A Model Context Protocol server that allows execution of Python code within Day…
|
C 57 6⁄6 | ||||||||
| 13487 |
d2-mcp
Claim
Enables AI assistants to compile, validate, and explore D2 diagrams using the o…
|
C 57 6⁄6 | ||||||||
| 13488 |
MCP_Basics
Claim
A crash course for Python developers on building and integrating Model Context …
|
C 57 5⁄4 | ||||||||
| 13489 |
Enables semantic search and document retrieval from OpenAI Vector Store, allowi…
|
C 57 5⁄5 | ||||||||
| 13490 |
A Model Context Protocol (MCP) server that provides real-time weather alerts an…
|
C 57 5⁄5 | ||||||||
| 13491 |
Enables creation and management of Terraform modules for Facets.cloud infrastru…
|
C 57 6⁄6 | ||||||||
| 13492 |
An MCP server that interfaces with the Japanese EDINET API v2 to search, downlo…
|
C 57 5⁄5 | ||||||||
| 13493 |
Enables AI-powered music composition and control for REAPER DAW through OSC and…
|
C 57 5⁄4 | ||||||||
| 13494 |
Search and retrieve Lottie animations effortlessly. Access detailed information…
|
C 57 6⁄6 | ||||||||
| 13495 |
Amadeus Agent
Claim
A proof-of-concept MCP server that allows LLM agents to query live flight booki…
|
C 57 5⁄4 | ||||||||
| 13496 |
Enables AI assistants to interact with Redmine instances to manage issues, proj…
|
C 57 5⁄5 | ||||||||
| 13497 |
A Python framework for developing and managing tool instances through a registr…
|
C 57 5⁄5 | ||||||||
| 13498 |
SSH MCP Server
Claim
Enables AI assistants to securely execute shell commands on local machines thro…
|
C 57 5⁄4 | ||||||||
| 13499 |
APT Analysis MCP Server
Claim
Assists in Advanced Persistent Threat malware analysis by providing tools to se…
|
C 57 5⁄4 | ||||||||
| 13500 |
A comprehensive Model Context Protocol server that enables interaction with the…
|
C 57 5⁄5 | ||||||||