MCP Server Quality Scores
Independent quality analysis of 69365 public MCP servers
Last updated 1 hour, 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40951 |
shippage
Claim
Enables publishing HTML, markdown, text, ZIP files, and static folders to Shipp…
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| 40952 |
Codex Conductor
Claim
An MCP server that allows AI agents to monitor and interact with Codex sessions…
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| 40953 |
CryptoPilot MCP
Claim
Connects Claude Desktop to crypto and brokerage portfolio data via Coinbase and…
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| 40954 |
Logic Pro MCP
Claim
Local MCP server for stateful, fail-closed Logic Pro control and live project r…
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| 40955 |
java-code-gen
Claim
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| 40956 |
Upstage MCP Server
Claim
Enables AI assistants to extract and structure content from documents (PDFs, im…
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| 40957 |
LearningSuite MCP Server
Claim
A Model Context Protocol (MCP) server that provides tools for interacting with …
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| 40958 |
MCP Discord Extended
Claim
Extended MCP server for Discord with advanced server management capabilities in…
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| 40959 |
Azure DevOps MCP Server
Claim
Enables AI assistants to search, create, update, and manage work items in Azure…
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| 40960 |
Bourdon
Claim
Recognition-first cross-agent memory federation. One shared memory across all y…
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| 40961 |
qa-ai-agents
Claim
Enables automated QA testing by running a pipeline of AI agents that generate t…
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| 40962 |
MCP server for Yandex Tracker API.
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| 40963 |
reversi-mcp-apps
Claim
An MCP server that provides a Reversi game where the AI cannot cheat because ga…
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| 40964 |
MCP server for ZebPay crypto exchange — fetch prices, balances, and manage orde…
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| 40965 |
openzim-mcp
Claim
MCP server for reading and searching ZIM archives, optimized for single-user de…
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| 40966 |
mitm-mcp
Claim
MCP server for network-level TLS interception and IoT security testing. Orchest…
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| 40967 |
respond-io-mcp-server
Claim
Enables seamless integration with Respond.io API for contact management, messag…
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| 40968 |
kicad-mcp
Claim
Enables natural language control of KiCad PCB design software through Claude De…
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| 40969 |
mssql-mcp-reader
Claim
Read-only Model Context Protocol server for Microsoft SQL Server. Enables safe …
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| 40970 |
@tasque/piazza-mcp
Claim
MCP server for Piazza Q&A platform, enabling course management, post creation, …
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| 40971 |
Detects GTM hiring activity from company career pages via Greenhouse, Lever, As…
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| 40972 |
Enables building, running unit tests, and instrumented tests for Android projec…
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| 40973 |
vMCP
Claim
A unified gateway for Model Context Protocol servers, enabling access to multip…
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| 40974 |
razorpay-recon-mcp
Claim
MCP server for daily payment reconciliation between Razorpay and Odoo, with Wha…
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| 40975 |
document-reader-mcp
Claim
Universal MCP server for extracting text from various document formats includin…
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| 40976 |
OpenCode MCP Server
Claim
Refines development prompts and stores semantic memory to save tokens in comple…
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| 40977 |
litmos-mcp
Claim
Read-only MCP server for Litmos LMS that exposes user profiles, course results,…
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| 40978 |
MoA MCP Server
Claim
Enables users to leverage a mixture-of-agents architecture where multiple AI mo…
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| 40979 |
mc8yp
Claim
An MCP server that gives AI agents access to the full Cumulocity API surface th…
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| 40980 |
GitHub Support Assistant
Claim
Helps support engineers find similar GitHub issues to speed up troubleshooting …
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| 40981 |
catalog-api
Claim
Agent-native product catalog: 300M+ products across US+SEA. Search, compare, de…
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| 40982 |
Nexez Agentic Commerce
Claim
Find Nexez sellers, inspect offers, and validate checkout or negotiation before…
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| 40983 |
Vidofy
Claim
Generate video, images, audio and speech with Vidofy — Veo 3.1, Kling 3.0, Flux…
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| 40984 |
Paragraph MCP
Claim
MCP server that connects AI agents to your Paragraph publication, enabling post…
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| 40985 |
eGain MCP Server
Claim
Enables AI clients to interact with eGain Knowledge, supporting portal browsing…
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| 40986 |
Arch-Master MCP
Claim
Multi-stack scaffolding engine for generating production-ready module structure…
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| 40987 |
spotify-mcp-server
Claim
Exposes Spotify controls as MCP tools for playback, playlist management, and AI…
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| 40988 |
mpp32-mcp-server
Claim
Payment layer for AI agents. One MCP, five protocols, thousands of paid APIs yo…
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| 40989 |
moltline-mcp
Claim
Bridge to Moltline Studio's hosted MCP servers: code review, agent governance, …
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| 40990 |
obsidian-mcp
Claim
An MCP server that enables AI agents to read, search, write, and link notes in …
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| 40991 |
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| 40992 |
pid
Claim
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| 40993 |
Enables appending content to Google Docs and creating Gmail drafts with interac…
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| 40994 |
Create and manage Planform UML diagrams, nodes, and links. For VS Code and Curs…
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| 40995 |
metatrader-mcp-server
Claim
Enables natural language management of MetaTrader 5 accounts, including checkin…
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| 40996 |
obsidianMCP
Claim
Provides Claude with read, search, and write access to an Obsidian vault throug…
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| 40997 |
GEOScore MCP Server
Claim
Enables scanning websites for AI search readiness, generating fixes like llms.t…
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| 40998 |
Author and validate Calaf workspace seeds against the app's real importer. No a…
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| 40999 |
WikidataMCP
Claim
Model Context Protocol for Wikidata
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| 41000 |
AdmitBase Admissions
Claim
Admissions data & match scores for law, medical, dental, MBA, pharmacy, vet, op…
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