MCP Server Quality Scores
Independent quality analysis of 69093 public MCP servers
Last updated 1 hour, 35 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 59501 |
High-value AI skills repository for Codex, Claude Code, OpenClaw, agents, promp…
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| 59502 |
nutanix-mcp
Claim
Enables querying Nutanix infrastructure (VMs, hosts, storage, alerts, etc.) usi…
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| 59503 |
Unified MCP server for Argentine legal sources, enabling access to 11 databases…
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| 59504 |
golden-dataset-mcp
Claim
Enables version-controlled golden dataset management and semantic evaluation fo…
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| 59505 |
SecureNow
Claim
Production security for Node.js apps: investigate live attacks, block IPs, tune…
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| 59506 |
claude-bridge-mcp
Claim
Pipes Claude Code session output into Claude Chat — no more copy-paste between …
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| 59507 |
Uruguay DGI e-Factura (CFE): AI agents submit signed sobres to DGI e-invoicing,…
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| 59508 |
AnomalyArmor
Claim
Data observability for AI agents. Query alerts, monitor freshness, investigate …
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| 59509 |
Salla MCP Server
Claim
Bridges AI assistants to Salla e-commerce stores for natural language operation…
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| 59510 |
CAST Dashboard MCP server for compliance, quality, and technical debt insights …
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| 59511 |
mcp-remote-suite
Claim
A production-ready Model Context Protocol suite over Streamable HTTP providing …
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| 59512 |
sigsci-mcp-server
Claim
MCP server for Signal Sciences (Fastly NGWAF) API, providing progressive disclo…
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| 59513 |
postgres-mcp-legacy
Claim
Deprecated Python-based PostgreSQL MCP server. Users should migrate to the new …
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| 59514 |
kustodyan-mcp
Claim
Enables AI agents to protect, unprotect, and search sensitive data using Kustod…
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| 59515 |
prompt-refiner
Claim
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| 59516 |
MCP Shell Server
Claim
Enables secure execution of whitelisted shell commands through MCP, with suppor…
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| 59517 |
deepseek-code-worker-mcp
Claim
Offloads expensive code reading, editing, and checking tasks to DeepSeek throug…
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| 59518 |
Tasks.md MCP Server
Claim
Enables AI-native task management using plain markdown files to create, update,…
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| 59519 |
docrag
Claim
Provides RAG (Retrieval Augmented Generation) access to technical documentation…
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| 59520 |
open-ALIO-mcp
Claim
MCP server for Korean public institution information, enabling AI clients to se…
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| 59521 |
Parley
Claim
A transport-agnostic MCP seam for messages, context sharing, and task hand-off …
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| 59522 |
MCP Server Template
Claim
Minimal template for building Model Context Protocol servers with Bun and TypeS…
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| 59523 |
Consolidated Bitcoin market data for AI agents: BBO pricing, ML signals, fundin…
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| 59524 |
openwebninja-mcp
Claim
Official MCP server for OpenWeb Ninja APIs - 40+ real-time web data and SERP AP…
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| 59525 |
yahoo-finance-mcp
Claim
Provides access to Yahoo Finance data including real-time stock quotes, histori…
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| 59526 |
Facilitates structured, step-by-step problem-solving using the Model Context Pr…
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| 59527 |
simpson-mcp
Claim
Search characters, episodes, and locations from The Simpsons by name and get de…
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| 59528 |
mcp-sudact
Claim
Russian court practice (Sudact): case search by article, court, instance and da…
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| 59529 |
Taiwan payments (ECPay 綠界 + NewebPay 藍新) & e-invoices for AI agents. Stateless,…
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| 59530 |
Achromat MOM
Claim
Recall and calibrate agent tool calls against verified policy lessons from Achr…
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| 59531 |
Enables AI-powered analysis of IP assignment compliance, including gap detectio…
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| 59532 |
A local MCP server providing text utilities, math functions, and a persistent t…
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| 59533 |
search-mcp
Claim
Provides an MCP server with a search tool for agents, backed by Cloudflare AI S…
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| 59534 |
Browseagent MCP
Claim
Enables AI agents to control web browsers through the Model Context Protocol, s…
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| 59535 |
hicortex
Claim
Shared memory for fleets of AI agents: nightly self-correction rewrites stale f…
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| 59536 |
depsonar
Claim
Comprehensive dependency audit MCP server supporting 9 languages and 23 tools f…
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| 59537 |
myclaw-toolkit
Claim
23-in-1 developer utility toolkit — search, exchange rates, crypto, QR codes, a…
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| 59538 |
Travel Server MCP
Claim
Enables flight search between airports using the Duffel API, returning flight o…
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| 59539 |
Jupyter Server MCP
Claim
A configurable MCP server extension for Jupyter Server that enables dynamic reg…
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| 59540 |
changeflow
Claim
AI-powered web monitoring. Track any website, get structured change intelligenc…
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| 59541 |
Wedding provider directory, gift ideas, and a couple's own wedding plan behind …
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| 59542 |
mcp-server-bigquery
Claim
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| 59543 |
KDB.AI MCP Server
Claim
Enables interaction with KDB.AI through natural language for vector database op…
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| 59544 |
Xcode MCP Server
Claim
A server that acts as a bridge between Claude and local Xcode projects, enablin…
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| 59545 |
LangChain MCP Demo
Claim
Enables grounding AI responses in a local document corpus by exposing MCP tools…
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| 59546 |
pubmed-search
Claim
Search PubMed and summarize biomedical literature, designed for AI health agent…
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| 59547 |
BharatPay MCP
Claim
Provides AI agents with Indian fintech utilities including IFSC bank lookups, P…
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| 59548 |
AppmanAi
Claim
App Store & Google Play data for ASO: keywords, rankings, charts, reviews in 10…
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| 59549 |
laserbrain
Claim
Enables AI to sense, tend, and communicate with a continuous weather field simu…
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| 59550 |
enji-guard-cli
Claim
Exposes Enji Guard access and compact report metadata to local tools via an MCP…
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