MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 3 hours, 11 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54401 |
asset-aware-mcp
Claim
Enables AI agents to precisely retrieve and analyze PDF assets (tables, figures…
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| 54402 |
workiq-mcp-bridge
Claim
Bridges any local agent or LLM to Microsoft Work IQ's remote MCP server for ent…
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| 54403 |
SpeakToMe MCP
Claim
A local MCP server for Linux that records microphone audio and returns transcri…
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| 54404 |
AI-powered vector knowledge graph MCP server for agents. Supports add node, add…
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| 54405 |
thinkneo-control-plane
Claim
Enterprise AI governance layer for spend tracking, runtime guardrails, policy e…
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| 54406 |
Meta Council
Claim
Multi-expert decision intelligence with transparent synthesis and auditable wor…
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| 54407 |
storykit-mcp
Claim
MCP server for the StoryKit asset library — search and embed free, generated de…
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| 54408 |
ms-365-mcp-server
Claim
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| 54409 |
Fibonex Trading Signals
Claim
AI-powered Fibonacci grid trading signals for crypto. Get real-time BULLISH/BEA…
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| 54410 |
Enforces client-mandated development workflows with audit trails, state persist…
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| 54411 |
geolocation-ai-mcp
Claim
geolocation-ai-mcp MCP server by MEOK AI Labs
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| 54412 |
A Model Context Protocol server implementation using StreamableHTTPServerTransp…
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| 54413 |
Pairoa
Claim
Your AI meets theirs before you do — private matching for needs, offers, and op…
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| 54414 |
MCP TDCC
Claim
MCP server for TDCC OpenData, enabling natural language query of Taiwan securit…
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| 54415 |
VSGuard
Claim
Add proactive OWASP ASVS security guidance to coding AI agents to write secure …
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| 54416 |
eToro MCP Server
Claim
A security-hardened MCP server that wraps the eToro public API, enabling AI ass…
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| 54417 |
agent-memory
Claim
Cloudflare Workers MCP server: agent-memory
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| 54418 |
second-brain-cloudflare
Claim
One memory layer, every AI tool. Store anything once — recall it in Claude, Cha…
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| 54419 |
Wraps the CourtListener API for real-time federal docket monitoring, with plugg…
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| 54420 |
SemiProcess MCP Server
Claim
A specialized MCP server for semiconductor manufacturing that provides 8 tools …
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| 54421 |
Deploy a remote MCP server on Cloudflare Workers without authentication, and co…
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| 54422 |
Base chain DeFi yield API for AI agents. Top yield opportunities on Base L2: Ae…
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| 54423 |
Pulls real and estimated shipping costs from Shiprocket and Delhivery into Clau…
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| 54424 |
velora
Claim
Hosted Argentine commerce MCP: real AFIP invoicing, MercadoPago, logistics, cat…
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| 54425 |
Kali MCP Server
Claim
AI-powered penetration testing through 36 MCP tools on a containerized Kali Lin…
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| 54426 |
LFM2.5-local
Claim
Run Liquid AI's LFM2.5 model locally on Mac with a chat UI and MCP server for i…
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| 54427 |
1C MCP Toolkit
Claim
Integrates AI agents with 1C:Enterprise databases via MCP and REST API, support…
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| 54428 |
whentofly
Claim
Flight search for AI agents: flexible-date cheapest round-trips with a good-pri…
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| 54429 |
consulting-mcp-server
Claim
Exposes RAG and document intelligence pipelines as 8 composable tools for MCP-c…
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| 54430 |
startup-finance-metrics
Claim
An MCP server for analyzing startup financial health and generating metrics rep…
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| 54431 |
mcp-x402-accept
Claim
Self-hosted MCP proxy that puts an x402 paywall in front of an existing MCP ser…
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| 54432 |
Trino MCP Server
Claim
Enables executing SQL queries on Trino clusters via MCP, supporting multiple au…
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| 54433 |
ts-mcp-meta
Claim
Aggregates tools from multiple MCP servers, generates TypeScript definitions, a…
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| 54434 |
mori
Claim
Mori (森) is a shared memory layer for AI coding agents — one that compounds.
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| 54435 |
Zfuzz
Claim
Real security scanners for AI coding agents — SAST (441 rules), secret detectio…
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| 54436 |
Give AI agents access to Gmail, Calendar, Drive, and more — multi-account, mani…
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| 54437 |
engram
Claim
Local-first persistent memory for AI agents — SQLite + local embeddings, MCP-na…
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| 54438 |
mcp-server-zendesk
Claim
Enables AI assistants to search tickets, manage tags, create tickets, inspect a…
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| 54439 |
uni-mcp-gateway
Claim
A unified MCP gateway that aggregates multiple MCP servers and API plugins behi…
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| 54440 |
ls-search
Claim
Disposable private vector search + semantic RAG for AI agents. x402 pay-per-cal…
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| 54441 |
quiz-it
Claim
Provides 100 IT/programming quiz questions with tools to retrieve questions by …
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| 54442 |
Enables AI agents to automate Adobe Illustrator, converting bitmap artwork into…
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| 54443 |
Time Tracking MCP
Claim
Enables natural language time tracking through Claude with markdown file storag…
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| 54444 |
mcp-seo-audit
Claim
Technical SEO site audit MCP: health score, issues, robots, sitemap, JSON-LD.
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| 54445 |
Execute code in isolated cloud containers. Supports Python, JavaScript, Bash, a…
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| 54446 |
RLM-MCP
Claim
Implements the Recursive Language Model pattern, enabling LLMs to process arbit…
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| 54447 |
agent-loop-detector
Claim
Cloudflare Workers MCP server: agent-loop-detector
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| 54448 |
vonage-mcp-server
Claim
MCP server that provides SMS sending, CSV bulk SMS, and voice calling capabilit…
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| 54449 |
reqif-mcp
Claim
An MCP server for requirements engineering that allows loading ReqIF baselines …
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| 54450 |
voice-quality-api
Claim
Measure voice/VoIP path quality -> estimated MOS + live network metrics
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