MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 36 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 53601 |
mercari-jp-mcp
Claim
MCP server to search Mercari Japan listings with query, price range, and exclud…
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| 53602 |
MCP server for the Infomaniak Contacts API, enabling listing and searching cont…
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| 53603 |
oro-intel-mcp
Claim
UK public procurement data for AI agents. Tenders, contracts, buyer and supplie…
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| 53604 |
Persistent graph-backed conversational memory for AI agents.
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| 53605 |
사장님 머니핏 (MoneyFit)
Claim
Analyzes government support program announcements and business profiles to dete…
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| 53606 |
mcp-redis-diagnostics
Claim
A lightweight npm MCP server for deep Redis diagnostics, offering tools for mem…
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| 53607 |
dyslex.ia
Claim
Accessibility MCP server and Agent Skills for AI agents. Requires Superpowers.
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| 53608 |
A boilerplate for building MCP servers using TypeScript, with example tools lik…
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| 53609 |
MCP server for ABB RobotStudio and robot controllers, exposing 55 tools via SDK…
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| 53610 |
Hospital Data MCP Server
Claim
Enables access to a synthetic hospital dataset through MCP, supporting SSE and …
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| 53611 |
MikroTik MCP Server
Claim
Enables management of MikroTik routers running RouterOS 6 and 7 via SSH, Telnet…
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| 53612 |
agentwikis-mcp
Claim
Provides read-only access to curated, agent-readable knowledge bases from Agent…
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| 53613 |
An MCP server that enforces runtime authorization for tool calls using Stage0 p…
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| 53614 |
MCP server for Oracle Linux OS operations, providing tools for package manageme…
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| 53615 |
Agentic Vault MCP Server
Claim
Exposes an EVM wallet to AI agents via MCP, using AWS KMS for HSM-backed signin…
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| 53616 |
grimoire
Claim
Enables AI models to search and retrieve offline security knowledge from over 2…
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| 53617 |
llmsproxy
Claim
Connects MCP clients (Claude Desktop, Cursor, Cline, Zed) to llmsproxy.ai, expo…
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| 53618 |
ChunkTuner
Claim
Tools to benchmark chunking strategies for your RAG corpus.
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| 53619 |
Debug any supported language with breakpoints, variable/state inspection, and s…
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| 53620 |
Emercoin swap
Claim
Keyless MCP exchanger for AI agents — pay an exact amount to one deposit addres…
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| 53621 |
Enables natural language queries for Porto Alegre's public transport system, in…
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| 53622 |
dispersl-mcp
Claim
Integrates with Dispersl to provide multi-agent orchestration for AI-driven sof…
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| 53623 |
Enables hybrid search and agentic retrieval over Confluence pages via MCP tools…
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| 53624 |
anki-mcp
Claim
Self-hosted MCP server connecting AI assistants like Claude to Anki for AI-assi…
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| 53625 |
mcp
Claim
Generate AI images, video, music, and sound effects, and upscale them, from any…
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| 53626 |
cypress-mcp-server
Claim
A Model Context Protocol (MCP) server that integrates Cypress with Cursor AI, e…
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| 53627 |
fda-mcp
Claim
Provides LLM-optimized access to FDA data through the OpenFDA API and direct re…
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| 53628 |
antigravity-claude-mcp
Claim
Allows Claude Code to request an independent code review from Google Antigravit…
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| 53629 |
llmprobe
Claim
Synthetic monitoring for LLM inference endpoints. Measure TTFT, latency, throug…
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| 53630 |
VMware-AVI
Claim
VMware AVI Load Balancer (NSX ALB) management plus AKO Kubernetes integration. …
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| 53631 |
fintools-mcp
Claim
Personal finance calculators exposed as an MCP server with a Gradio UI, deploya…
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| 53632 |
CVpop
Claim
# CVpop MCP Server
Create and customize professional CVs and resumes directly …
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| 53633 |
EU AI Act Article 50 watermarking + C2PA 2.1 compliance. NEW: 2 December 2026 d…
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| 53634 |
Color Palette
Claim
Create harmonious color palettes based on theory and convert colors between for…
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| 53635 |
TDD-MCP
Claim
Guides developers through disciplined Test-Driven Development cycles with sessi…
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| 53636 |
AgentMailbox
Claim
Enables AI agents to maintain persistent context across sessions, restarts, and…
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| 53637 |
Roblox MCP Server
Claim
Bridges AI assistants with Roblox game environments in real-time via a Lua clie…
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| 53638 |
central-mcp-server
Claim
Enables AI assistants to query HPE Aruba Networking Central data (sites, device…
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| 53639 |
ClaudeSkills MCP Server
Claim
Exposes Anthropic Claude Agent Skills as MCP tools for discovery, search, and r…
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| 53640 |
Mevzuat MCP
Claim
mevzuat.gov.tr (T.C. Mevzuat Bilgi Sistemi) için MCP sunucusu. Kanun, KHK, Cumh…
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| 53641 |
cisco-secure-access-mcp
Claim
A community MCP server for Cisco Secure Access that exposes the Secure Access R…
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| 53642 |
hacesfalta-mcp
Claim
Search volunteer opportunities across Spain via hacesfalta.org
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| 53643 |
MCP Walkthrough
Claim
Enables AI agents to present interactive code walkthroughs with voice narration…
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| 53644 |
umbryn-mcp
Claim
Redacts PII/PHI from text before it reaches an LLM. Fail-closed, self-hosted, n…
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| 53645 |
youtube-mcp
Claim
A local-first MCP server for inspecting and managing a creator-owned YouTube ch…
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| 53646 |
GitLab MCP Server
Claim
Enables AI agents to interact with GitLab via a restricted set of 9 tools using…
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| 53647 |
jupitersignup
Claim
List, read, create, and edit JupiterSignup sign-up and payment forms. API key r…
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| 53648 |
cooper
Claim
Cooper: catálogo, cobertura, razas y turnos del marketplace argentino de cuidad…
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| 53649 |
browserspendguard-mcp
Claim
Approval receipts for AI browser purchases.
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| 53650 |
Steel MCP Server
Claim
Exposes Steel Browser automation over HTTP, providing MCP clients with tools fo…
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