MCP Server Quality Scores
Independent quality analysis of 57160 public MCP servers
Last updated 2 hours, 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 55551 |
fcp-sheets
Claim
MCP server for semantic spreadsheet operations that lets LLMs create and edit E…
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| 55552 | — | |||||||||
| 55553 |
Modal MCP
Claim
An MCP server for managing Modal — apps, containers, volumes, and secrets — and…
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| 55554 |
An MCP server designed to interact with the RifaExpress backend via PostgreSQL …
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| 55555 |
Provides AI agents with direct access to FileMaker databases through the FileMa…
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| 55556 |
Vibe-Coder MCP Server
Claim
Implements a structured development workflow for LLM-based coding with feature …
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| 55557 |
ucp-mcp-server
Claim
Lets AI assistants shop at UCP-enabled merchants through tools for discovery, c…
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| 55558 |
MCP OpenDART
Claim
Enables AI assistants to access South Korea's financial disclosure system (Open…
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| 55559 |
mcp-deploy-intel
Claim
Provides Kubernetes deployment intelligence with typed query tools and AI-synth…
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| 55560 |
MCP Server ZapSign
Claim
Enables integration with the ZapSign API for electronic document signing and ma…
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| 55561 |
mcp-1password
Claim
An MCP server that integrates 1Password with AI agents, providing secure access…
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| 55562 |
Base64 encoding/decoding API for AI agents. Encode text to base64 or decode bas…
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| 55563 |
NexMem MCP
Claim
A plug-and-play MCP memory server with pluggable database backends that gives A…
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| 55564 |
A high-performance Model Context Protocol (MCP) server that provides seamless i…
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| 55565 |
mcp
Claim
Chilean DTE/SII invoicing — issue invoices, reconcile payments and manage clien…
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| 55566 |
Centia MCP Server
Claim
Exposes the Centia API as MCP tools generated from its OpenAPI spec, enabling n…
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| 55567 |
n8nmcp
Claim
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| 55568 |
siyuan-mcp-server
Claim
Enables AI models to interact with SiYuan Note systems, allowing management of …
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| 55569 |
Enables AI assistants to interact with Cyoda platform entities and workflows th…
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| 55570 | — | |||||||||
| 55571 |
cfabric-mcp
Claim
Enables AI agents to perform corpus analysis tasks such as discovery, search, a…
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| 55572 |
Cruncher
Claim
Scientific calculator MCP server with 43 tools: arithmetic, trig, stats, unit c…
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| 55573 |
docs2db-mcp-server
Claim
MCP server for semantic and hybrid search over RHEL documentation using docs2db…
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| 55574 |
claude-meta-mcp
Claim
Self-hosted Meta Ads (Facebook & Instagram) connector for Claude.
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| 55575 |
Old Cars Data
Claim
Collector-car auction history, live listings, bid trails, and market statistics…
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| 55576 |
Purple AI MCP Server
Claim
Enables MCP clients to interact with SentinelOne's cybersecurity platform for s…
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| 55577 |
coppa-ferpa-mcp
Claim
Children's privacy compliance: COPPA (US), FERPA (US edu), EU AI Act children's…
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| 55578 |
Free2AITools
Claim
Search, rank, and compare 500K+ AI models from 13+ platforms with VRAM and li…
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| 55579 |
UniFi MCP Server
Claim
MCP server providing Claude Code with full UniFi network management capabilitie…
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| 55580 |
Search Argentine legal databases: court decisions, legislation, summaries, doct…
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| 55581 |
Free — no API key required. Enrich by domain or name. Country, contacts, social…
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| 55582 |
Komodo MCP Server
Claim
Enables natural language management of servers, deployments, and build pipeline…
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| 55583 |
Klaviyo API MCP Server
Claim
Provides comprehensive tools and resources for managing Klaviyo marketing autom…
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| 55584 |
Forge MCP
Claim
A remote MCP server that connects AI assistants to the full Salesforge product …
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| 55585 |
@vibetools/dokploy-mcp
Claim
Enables deploying, managing, and interacting with Dokploy applications via natu…
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| 55586 |
apex-mcp
Claim
Enables AI assistants to build, inspect, and modify Oracle APEX 24.2 applicatio…
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| 55587 |
Ligolo-ng MCP Server
Claim
This MCP server enables AI assistants to control Ligolo-ng operations on a remo…
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| 55588 |
mcp-backend
Claim
MCP server providing backend access to PostgreSQL, Storage (Supabase/S3), Icebe…
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| 55589 |
A FastMCP server that exposes tools for news aggregation, financial market data…
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| 55590 |
Exposes git-quick-stats commands as MCP tools to analyze git repositories via n…
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| 55591 |
fiware-orion-mcp
Claim
MCP server for FIWARE Orion Context Broker enabling LLMs to manage NGSI-v2 cont…
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| 55592 |
MoviePilot MCP
Claim
Enables natural language interaction with MoviePilot media library automation, …
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| 55593 |
courtlistener-mcp-server
Claim
Search US court opinions, federal dockets, judges, citations, and oral argument…
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| 55594 |
Hardened C# Model Context Protocol (MCP) server for MS SQL Server and PostgreSQ…
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| 55595 |
UK grocery price comparison across major supermarkets.
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| 55596 |
mcp-feedback-ultra
Claim
Interactive feedback server for AI-assisted development with Web UI and desktop…
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| 55597 |
Search, compare, and analyze U.S. college data — costs, earnings, programs, and…
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| 55598 |
zendesk-mcp
Claim
MCP server for Zendesk support workflows that enables ticket search, lookup, cr…
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| 55599 |
astroway-mcp
Claim
Comprehensive astrology MCP exposing every endpoint of the AstroWay Calculation…
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| 55600 |
hypokrates
Claim
Pharmacovigilance hypothesis generation from 15 public drug safety databases
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