MCP Server Quality Scores
Independent quality analysis of 45732 public MCP servers
Last updated 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44551 |
Hjarni
Claim
Most AI tools give you a chatbot. We give your AI a brain. Hjarni is a clean, s…
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| 44552 |
Google Search MCP Server
Claim
Enables performing Google searches using the Custom Search Engine API with supp…
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| 44553 |
Enables AI assistants to trade FX, manage beneficiaries, check balances, reques…
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| 44554 |
yfinance-mcp-server2
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| 44555 |
mcp-seo-auditor
Claim
MCP server for on-page SEO auditing and JSON-LD schema validation, providing to…
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| 44556 |
headroom
Claim
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 6…
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| 44557 |
MCP server for Hivekey — Identity infrastructure for AI agents
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| 44558 |
tanstack-template
Claim
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| 44559 |
carapidev
Claim
Remote MCP server giving AI agents instant access to comprehensive vehicle data…
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| 44560 |
Roblox Bridge MCP
Claim
Enables AI agents to interact with and control Roblox Studio instances in real-…
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| 44561 |
mcp-streamable-http2
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| 44562 |
modelforge
Claim
Bulge-tier financial model factory — live formulas, source-traced cells, 14 tem…
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| 44563 |
Greetings & Utilities
Claim
Greet people in multiple languages and perform quick math. Generate images from…
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| 44564 |
open-neural-substrate
Claim
Enables Claude to access and manage a persistent, human-readable knowledge grap…
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| 44565 |
mcp-ai-workspace
Claim
Exposes document retrieval as an MCP tool, enabling LLMs to search a local vect…
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| 44566 |
SmartAPI MCP Server
Claim
Enables integration between MCP-compatible clients and APIs registered in the S…
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| 44567 |
slop-mcp
Claim
An MCP orchestration layer that aggregates multiple MCP servers while exposing …
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| 44568 |
n8n-MCP
Claim
A Model Context Protocol (MCP) server that provides AI assistants with comprehe…
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| 44569 |
fishkeeper-ai-mcp
Claim
fishkeeper-ai-mcp MCP server by MEOK AI Labs
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| 44570 |
Korean NLP MCP server: morphological analysis, tokenization, spell & grammar ch…
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| 44571 |
Blooio Messaging
Claim
Send and manage SMS, iMessage, and RCS messages from your workflows. Track deli…
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| 44572 |
DomainDetails MCP Server
Claim
Provides comprehensive domain research tools including RDAP, WHOIS, and DNS loo…
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| 44573 |
Fintalio LinkedIn MCP
Claim
LinkedIn outreach MCP server — 19 tools for AI agents to prospect, sequence, an…
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| 44574 |
Wikivibe MCP
Claim
Search and read public Wikivibe articles about AI coding, agents, MCP, GEO, bot…
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| 44575 |
NYC Friend
Claim
Get candid, local answers from a New Yorker. Ask about neighborhoods, transit, …
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| 44576 |
mcp_test
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| 44577 |
testap123
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| 44578 |
ModWrench
Claim
One MCP server for mod platforms and local modding diagnostics. No data kept.
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| 44579 |
HeyTraders MCP
Claim
Run and backtest quantitative trading strategies using natural language descrip…
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| 44580 |
sharepoint-mcp
Claim
A Model Context Protocol server that connects AI assistants to SharePoint via M…
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| 44581 |
Ephemeral 7-day hybrid vector+BM25 working memory, multilingual, backed by Redi…
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| 44582 |
mcp-server-test
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| 44583 |
Orshot
Claim
Orshot's MCP Server lets you dynamically generate images from your templates fr…
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| 44584 |
1C MCP Server
Claim
Acts as a bridge between AI agents (Claude, Cursor) and 1C:Enterprise databases…
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| 44585 |
mp
Claim
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| 44586 |
mcp-server
Claim
Install the IssueCapture bug reporting widget for Jira. Auto-detects your frame…
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| 44587 |
Horizon Fidelity Monitor
Claim
Tracks conversation health in real time — drift, desync, and causal collapse — …
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| 44588 |
vocab-voyage-mcp
Claim
20 MCP tools + 17 widgets for SAT/ISEE/SSAT/GRE/GMAT/LSAT prep. Flashcards, qui…
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| 44589 |
Brutalist MCP
Claim
Multi-perspective code analysis using Claude Code, Codex, and Antigravity CLI a…
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| 44590 |
dingdawg-compliance
Claim
EU AI Act + Colorado AI Act compliance scoring. 87/100 in 60 seconds. Free loca…
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| 44591 |
Vaults Diagram Tools
Claim
Mermaid to assets. Source code to maps. MCP for agents.
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| 44592 |
aimm-mcp
Claim
Local MCP server for AI Model Manager that captures SQL data-model metadata and…
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| 44593 |
tradernet
Claim
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| 44594 |
prompt-optimizer-2-0-0
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| 44595 |
An MCP server for managing VyOS routers via the HTTPS REST API, enabling config…
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| 44596 |
Pipedrive MCP Server
Claim
Enables AI assistants to interact with the Pipedrive CRM to manage deals, conta…
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| 44597 |
dependency-fitness-mcp
Claim
npm dependency fitness: deprecated/yanked/superseded + verified safe migration …
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| 44598 |
Sherlock Homes
Claim
French real estate data platform for AI agents. Identifies property owners like…
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| 44599 |
XRPL-Utilities
Claim
XRPL data tools for AI agents: wallet classifier, signals, RWA tracker, ETF flo…
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| 44600 |
calendar-mcp
Claim
Provider-agnostic CalDAV calendar MCP server that connects any CalDAV calendar …
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