MCP Server Quality Scores
Independent quality analysis of 69199 public MCP servers
Last updated 2 hours, 51 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 50601 |
smart-coding-mcp
Claim
A stateful MCP server that provides persistent memory, deterministic static ana…
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| 50602 |
RAG MCP Claude
Claim
A semantic search MCP server for YouTube transcripts using OpenAI embeddings an…
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| 50603 |
Execute code in isolated cloud containers. Supports Python, JavaScript, Bash, a…
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| 50604 |
fs-mcp
Claim
Hosted filesystem MCP server over HTTP with auth. Enables reading, writing, edi…
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| 50605 |
An MCP server that decides whether each step of an agent requires cheap intuiti…
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| 50606 |
NetLogo MCP
Claim
Create, run, and analyze NetLogo agent-based models through natural conversation
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| 50607 |
@flexpa/mcp-fhir
Claim
Enables interaction with FHIR servers to access, search, and manage FHIR resour…
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| 50608 |
o1table
Claim
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| 50609 |
agent-delegation-mcp
Claim
Agent Delegation MCP Server by MEOK AI Labs
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| 50610 |
Fetches GitHub PR comments and intelligently applies fixes directly in workspac…
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| 50611 |
Provides comprehensive development tools for FastMCP projects including documen…
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| 50612 |
MCP server for Bear notes — read, search, create, edit, tag, and manage notes v…
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| 50613 |
zo-mcp
Claim
An internal MCP server for Zo Computers that bridges terminal agents with Zo's …
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| 50614 |
MCP Python Examples
Claim
Provides two MCP server examples in Python: a minimal greeting tool and a weath…
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| 50615 |
starlink-enterprise-mcp
Claim
A hosted MCP server that enables AI agents to interact with the Starlink Enterp…
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| 50616 |
Enables AI agents to discover, purchase, and query blockchain-based datasets us…
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| 50617 |
Cone crusher and crushing-plant selection for MACKORN NH/NS hydraulic cone crus…
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| 50618 |
mui-mcp-cloudflare
Claim
Provides AI assistants with 6 tools to access Material UI component documentati…
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| 50619 |
postgres-mcp-js
Claim
A Model Context Protocol (MCP) server for PostgreSQL that provides safe, struct…
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| 50620 |
PRPilot MCP Agent
Claim
Analyzes GitHub Pull Requests (PRs) by querying status, CI checks, reviews, com…
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| 50621 |
stm32-mcp
Claim
Enables Claude Code to build, flash, and communicate with STM32 hardware over S…
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| 50622 |
DDG MCP2 Server
Claim
A basic MCP server built with FastMCP framework that provides simple utility to…
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| 50623 |
mcp-kitsu
Claim
Enables searching and retrieving anime and manga data from Kitsu's catalogue, i…
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| 50624 |
timeweb-mcp
Claim
Local MCP server for Timeweb Cloud that enables running any twc CLI command and…
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| 50625 |
mcp
Claim
Access the full Runware API as MCP tools: image, video, audio, 3D, and text.
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| 50626 |
Linear MCP Server
Claim
An open-source Model Context Protocol server that enables interaction with the …
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| 50627 |
JWT Doctor
Claim
Template for creating MCP servers with a server-side paywall gate, enabling fre…
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| 50628 |
PhantomAuth
Claim
Enables AI agents to securely fill web forms with credentials from SecureVault,…
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| 50629 |
FinaShopping MCP Server
Claim
Enables interaction with Uruguayan financial products including loans, credit c…
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| 50630 |
grocers-design-mcp
Claim
Exposes the Grocers Design System as queryable tools for coding agents, includi…
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| 50631 |
agentcairn
Claim
agentcairn is a local-first memory MCP server: your agent's memories live as Ma…
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| 50632 |
memsearch-mcp
Claim
Provides hybrid vector+BM25+reranker search and index-refresh tools over agent …
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| 50633 |
seedweaver-mcp
Claim
Schema-aware relational test data generator with working foreign keys, for any …
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| 50634 |
nhimbe-events
Claim
Discover and manage community events across Africa on Nhimbe (Mukoko Events).
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| 50635 |
Logly MCP server
Claim
Query your Logly web analytics — traffic, breakdowns, funnels, real-time visito…
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| 50636 |
ibmi-mcp-server
Claim
Enables AI agents to interact with IBM i (AS/400) systems for RPA automation vi…
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| 50637 |
VNStock MCP Server
Claim
Provides tools to access Vietnam stock market data, including stock prices, fin…
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| 50638 |
gemini-grounded-search
Claim
MCP server that integrates Google's Gemini 2.5 Pro with real-time Google Search…
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| 50639 |
erpdevdb
Claim
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| 50640 |
Identity Provisioner
Claim
Provision demo user identities to test and prototype workflows securely. Explor…
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| 50641 |
An MCP server that generates conversion-optimized e-commerce product descriptio…
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| 50642 |
openapi-mcp-server
Claim
Converts any OpenAPI/Swagger API specification into MCP tools that AI assistant…
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| 50643 |
CalmSEO
Claim
SEO MCP server for keyword research, SERP analysis, audits, and Search Console …
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| 50644 |
yandex-mcp
Claim
Enables LLM agents to interact with Yandex Tracker (and future Yandex services)…
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| 50645 |
An MCP server that provides [describe what your server does]
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| 50646 | — | |||||||||
| 50647 |
arcane
Claim
Provides persistent, searchable memory and knowledge capture for AI-assisted de…
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| 50648 |
Sooshie MCP Server
Claim
Enables AI assistants to manage social media through Sooshie, including schedul…
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| 50649 |
Chile payments for AI agents — Mercado Pago wallet via Mercado Pago. Never hold…
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| 50650 |
VibeLawyer
Claim
Local MCP for Chinese criminal dossier review; Word notes + Excel catalogs stay…
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