MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38501 |
wartegonline-mcp-ts
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| 38502 |
CarryMem
Claim
Your portable AI memory layer. Classify, store, and recall what matters across …
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| 38503 |
vocab-voyage-mcp
Claim
20 MCP tools + 17 widgets for SAT/ISEE/SSAT/GRE/GMAT/LSAT prep. Flashcards, qui…
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| 38504 |
Airesearch
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| 38505 |
SlimAtlas AI
Claim
An MCP server for lightweight browser automation using Lightpanda with Chrome f…
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| 38506 |
glpi-mcp-server
Claim
Connects AI assistants to GLPI IT Service Management, enabling ticket managemen…
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| 38507 |
clicks-protocol
Claim
Autonomous DeFi yield for AI agents on Base. 4 read-only MCP tools: query agent…
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| 38508 |
obsidian-mcp
Claim
Self-hosted MCP server for Obsidian with semantic + full-text search over Postg…
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| 38509 |
logsift
Claim
Query, filter, and trace logs from GCP, AWS, Azure, Loki, and Elasticsearch — d…
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| 38510 |
botverse
Claim
Transcode video, convert docs & transcribe audio for AI agents. Free $1 trial, …
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| 38511 |
solve-it
Claim
MCP server that provides programmatic access to the SOLVE-IT digital forensics …
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| 38512 |
Rize.io MCP Server
Claim
Integrates Rize.io's time tracking and productivity analytics with AI assistant…
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| 38513 |
mcp-server
Claim
Real-time physical perception for AI agents — vision, spatial, acoustic, enviro…
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| 38514 |
clinical-trials-ai-mcp
Claim
Clinical Trials Ai MCP Server by MEOK AI Labs
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| 38515 |
Government Contracts MCP
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Government contract search and federal procurement data: SAM.gov opportunities …
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| 38516 |
Enables flight search, airport information lookup, and price comparison through…
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| 38517 |
NINX MCP Server
Claim
A Model Context Protocol (MCP) server that provides financial trading tools and…
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| 38518 |
siftingio-mcp
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MCP server that provides access to SiftingIO market data, including live prices…
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| 38519 |
IMAP MCP Server
Claim
Enables Claude to interact with email accounts via IMAP and SMTP, providing too…
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| 38520 |
Node.js server implementing Model Context Protocol (MCP) for filesystem operati…
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| 38521 |
mcp
Claim
Local-first visual regression for AI agents: verdicts, diff images, explain_sna…
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| 38522 |
patchright-mcp
Claim
Provides browser automation capabilities using Patchright, enabling LLMs to int…
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| 38523 |
Bo Kendell — Portfolio
Claim
Bo Kendell's portfolio: projects, writing, work history, resume, and live activ…
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| 38524 |
Say Hello
Claim
Create friendly, personalized greetings by name. Switch to a playful pirate voi…
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| 38525 |
hotels-skill
Claim
Enables real-time hotel search and pricing data from Booking.com for AI agents …
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| 38526 |
tilwhen date engine
Claim
Deterministic date arithmetic with auditable receipts: business days, due dates…
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| 38527 |
Ligolo-ng MCP Server
Claim
This MCP server enables AI assistants to control Ligolo-ng operations on a remo…
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| 38528 |
AgentTemp MCP
Claim
Enables AI agents to create temporary email inboxes and wait for OTPs, magic li…
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| 38529 |
Topos
Claim
Structural code-quality tools for AI coding agents.
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| 38530 |
Pearls
Claim
A remote MCP server that enables AI instance continuity by allowing AI instance…
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| 38531 |
outlty-mcp
Claim
Exposes FastAPI API-key management and request-making routes as MCP tools, enab…
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| 38532 |
MCP Ambassador Server
Claim
Centralized authentication, authorization, and audit for MCP tools. One server …
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| 38533 |
Agentic News
Claim
AI-powered news intelligence via MCP. 21 tools for personalized monitoring — cr…
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| 38534 |
Where's My DB?
Claim
A Claude skill + MCP server that tells you how Deutsche Bahn delays will affect…
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| 38535 |
Cardinal MCP Server
Claim
Enables AI-powered manipulation of Cardinal/VCV Rack modular synthesizer patche…
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| 38536 |
Holster MCP
Claim
Local-first secret scanning, rotation, vault, and audit-log tools for AI agents.
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| 38537 |
Open PR-DIGI MCP Server
Claim
Operate packet-radio digipeater nodes from Claude and other MCP clients.
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| 38538 |
n8n-flow-bridge-mcp
Claim
Enables git-based version control for n8n workflows with automatic credential r…
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| 38539 |
nakodo
Claim
Warm introductions to the right builder, matched privately on your work. Double…
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| 38540 |
wazza-mcp-test-server
Claim
A simple HTTP server to validate MCP infrastructure for the Wazza MCP client, e…
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| 38541 |
Arsenal Decision Engine
Claim
R_net LP risk evaluator for DeFAI agents. IL + Breakeven Corridor O(1). L402 Li…
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| 38542 |
estonian-mcp
Claim
An MCP server that integrates EstNLTK to provide Estonian language tools (morph…
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| 38543 |
laserfiche-mcp
Claim
MCP server for self-hosted Laserfiche repositories — search and read documents …
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| 38544 |
A template for deploying unauthenticated Model Context Protocol servers to Clou…
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| 38545 |
twitterapis
Claim
MCP server for the Twitter/X read API, enabling search, user profiles, tweets, …
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| 38546 |
Vaultak
Claim
Runtime security for AI agents. Score your agent's risk level across 5 dimensio…
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| 38547 |
mcp-erp
Claim
MCP server for interacting with an ERP system via REST API, featuring Microsoft…
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| 38548 |
selfhosted-supabase-mcp
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| 38549 |
EcoFlow MCP Server
Claim
Enables monitoring and control of EcoFlow Power Stations and devices through th…
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| 38550 |
Abhi-Nexus MCP Server
Claim
Autonomous news intelligence system that fetches articles from 20+ tech sources…
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