MCP Server Quality Scores
Independent quality analysis of 69007 public MCP servers
Last updated 2 hours, 51 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 65651 |
Taiga MCP Server
Claim
Enables natural language interaction with Taiga project management systems, all…
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| 65652 |
resume-tailor-mcp
Claim
An MCP server that tailors a resume to a job posting by providing fit scores, k…
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| 65653 |
context-vault
Claim
Persistent memory for AI agents enabling saving, searching, and managing knowle…
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| 65654 |
MCP server for integrating manufacturing systems (MES/ERP/quality/maintenance) …
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| 65655 |
Hostaway MCP Server
Claim
Enables AI assistants to interact with Hostaway's property management platform …
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| 65656 |
PDF Tools MCP Server
Claim
Enables PDF file manipulation including merging, splitting, extracting pages, e…
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| 65657 |
paper-fetch-mcp
Claim
MCP server that turns DOI, URL, or paper titles into structured Markdown full-t…
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| 65658 |
mcp-gateway
Claim
AI gateway to unify authentication and expose internal APIs as MCP tools. Suppo…
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| 65659 |
LLMIntel Model Lifecycle
Claim
Check whether an LLM model id is deprecated, retiring, or retired, and what to …
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| 65660 |
abacus-mcp-server
Claim
Enables AI-driven first-principles calculations for quantum chemistry and mater…
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| 65661 |
GoPeak
Claim
Enables AI assistants to edit, run, inspect, and fix Godot 4 projects through a…
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| 65662 |
Jarvis MCP Server
Claim
MCP server providing time retrieval and echo tools, running as an independent n…
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| 65663 |
scifinder-route-mcp
Claim
MCP server for indexing and searching reaction-step-level synthesis routes from…
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| 65664 |
hush
Claim
A secret store for AI agents: the agent never sees the plaintext.
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| 65665 |
UnrealBlueprintMCP
Claim
Enables AI agents to create and modify Unreal Engine blueprints using natural l…
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| 65666 |
mcp-system-summary
Claim
Provides structured instructions to Cursor for generating comprehensive system …
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| 65667 |
mcp-server
Claim
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| 65668 |
Eleion Scanner MCP
Claim
Enables AI agents to register domains, prove ownership, queue security scans (h…
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| 65669 |
hot-news
Claim
Track breaking stories and trending topics across Chinese and global sources in…
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| 65670 |
Forward MCP
Claim
Enables agents to purchase verified growth outcomes such as qualified leads, sa…
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| 65671 |
A local AI agent workspace that allows users to interact with simulated data fi…
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| 65672 |
Decay Memory
Claim
An MCP server that gives AI agents persistent, forgetting memory with layered d…
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| 65673 |
Nimbus
Claim
Read-only search over a local index of your engineering stack (GitHub, Jira, Sl…
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| 65674 |
POI 周边搜索 MCP Server
Claim
Enables searching for nearby points of interest (POIs) like restaurants and bus…
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| 65675 |
This is upgrade of hi-ai mcp server converted into english, also all unuse var…
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| 65676 |
project-hub-mcp
Claim
MCP server that enables AI assistants to run multi-step agent pipelines (e.g., …
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| 65677 |
mcp-server-template
Claim
A FastAPI + FastMCP integrated template for quickly building MCP servers that e…
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| 65678 |
Salesforce MCP
Claim
Enables AI agents to query, mutate, and analyze Salesforce CRM data natively th…
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| 65679 |
autoza-ireland
Claim
Irish used-car market MCP: search listings, stats, dealers & model guides via a…
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| 65680 |
JobPilot MCP
Claim
Transforms Claude into an AI job-hunting assistant that searches remote job boa…
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| 65681 |
moth
Claim
A lightweight MCP server for structured bug-fix analysis and project-local veri…
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| 65682 |
Solana Debug MCP
Claim
Inspects and debugs Solana transactions, accounts, Anchor IDLs, errors, and PDA…
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| 65683 |
mcp-skiddle
Claim
Enables searching and retrieving Skiddle events by ID and listing event categor…
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| 65684 |
edhrec-mcp
Claim
MCP server for Magic: The Gathering Commander that provides card data from Scry…
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| 65685 |
intelligence-hub
Claim
A Multi-Domain Private Intelligence Hub that routes user queries to the best lo…
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| 65686 |
jobjourney-claude-plugin
Claim
An MCP server that enables AI-assisted job search workflows including job disco…
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| 65687 |
Griffin MCP server
Claim
Enables AI agents to interact with the Griffin API for banking operations like …
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| 65688 |
sap-bdc-mcp
Claim
Enables AI agents to safely discover and validate SAP Business Data Cloud contr…
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| 65689 |
dex-mcp
Claim
Debug and inspection tooling for Roblox projects, exposed as an MCP server so a…
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| 65690 |
crypto-intel-mcp
Claim
Provides crypto market intelligence including price quotes, momentum analysis, …
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| 65691 |
ru-finance
Claim
MCP server providing financial data from Moscow Exchange and Bank of Russia, in…
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| 65692 |
SiteScore MCP Server
Claim
Provides comprehensive website auditing for SEO, performance, accessibility, an…
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| 65693 |
A controlled local program execution bridge for mobile MCP clients, exposing st…
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| 65694 |
@prism/mcp-server
Claim
Enables AI agents to access real-time financial data including crypto, equities…
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| 65695 |
Spectrum 2 MCP Server
Claim
An MCP server that provides comprehensive access to Adobe Spectrum 2 UI compone…
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| 65696 |
Enables AI assistants to interact with IBM ODM Decision Center for managing bus…
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| 65697 |
search-docs
Claim
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| 65698 |
aloha
Claim
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| 65699 |
mcp-py-template
Claim
Production-ready MCP server template in Python with example tool, resource, and…
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| 65700 |
broca-machina
Claim
Gives any text-based AI a voice and ears inside a Discord voice channel by tran…
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