MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 60301 |
oro-intel-mcp
Claim
UK public procurement data for AI agents. Tenders, contracts, buyer and supplie…
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| 60302 |
MikroTik MCP Server
Claim
Enables management of MikroTik routers running RouterOS 6 and 7 via SSH, Telnet…
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| 60303 |
MCP server for ABB RobotStudio and robot controllers, exposing 55 tools via SDK…
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| 60304 |
Hospital Data MCP Server
Claim
Enables access to a synthetic hospital dataset through MCP, supporting SSE and …
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| 60305 |
Debug any supported language with breakpoints, variable/state inspection, and s…
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| 60306 |
Enables hybrid search and agentic retrieval over Confluence pages via MCP tools…
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| 60307 |
llmsproxy
Claim
Connects MCP clients (Claude Desktop, Cursor, Cline, Zed) to llmsproxy.ai, expo…
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| 60308 |
ChunkTuner
Claim
Tools to benchmark chunking strategies for your RAG corpus.
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| 60309 |
Enables natural language queries for Porto Alegre's public transport system, in…
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| 60310 |
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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| 60311 |
grimoire
Claim
Enables AI models to search and retrieve offline security knowledge from over 2…
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| 60312 |
Emercoin swap
Claim
Keyless MCP exchanger for AI agents — pay an exact amount to one deposit addres…
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| 60313 |
dispersl-mcp
Claim
Integrates with Dispersl to provide multi-agent orchestration for AI-driven sof…
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| 60314 |
mcp
Claim
Generate AI images, video, music, and sound effects, and upscale them, from any…
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| 60315 |
fintools-mcp
Claim
Personal finance calculators exposed as an MCP server with a Gradio UI, deploya…
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| 60316 |
anki-mcp
Claim
Self-hosted MCP server connecting AI assistants like Claude to Anki for AI-assi…
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| 60317 |
fda-mcp
Claim
Provides LLM-optimized access to FDA data through the OpenFDA API and direct re…
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| 60318 |
llmprobe
Claim
Synthetic monitoring for LLM inference endpoints. Measure TTFT, latency, throug…
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| 60319 |
cypress-mcp-server
Claim
A Model Context Protocol (MCP) server that integrates Cypress with Cursor AI, e…
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| 60320 |
antigravity-claude-mcp
Claim
Allows Claude Code to request an independent code review from Google Antigravit…
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| 60321 |
VMware-AVI
Claim
VMware AVI Load Balancer (NSX ALB) management plus AKO Kubernetes integration. …
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| 60322 |
Color Palette
Claim
Create harmonious color palettes based on theory and convert colors between for…
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| 60323 |
EU AI Act Article 50 watermarking + C2PA 2.1 compliance. NEW: 2 December 2026 d…
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| 60324 |
TDD-MCP
Claim
Guides developers through disciplined Test-Driven Development cycles with sessi…
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| 60325 |
AgentMailbox
Claim
Enables AI agents to maintain persistent context across sessions, restarts, and…
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| 60326 |
ClaudeSkills MCP Server
Claim
Exposes Anthropic Claude Agent Skills as MCP tools for discovery, search, and r…
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| 60327 |
Roblox MCP Server
Claim
Bridges AI assistants with Roblox game environments in real-time via a Lua clie…
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| 60328 |
central-mcp-server
Claim
Enables AI assistants to query HPE Aruba Networking Central data (sites, device…
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| 60329 |
Mevzuat MCP
Claim
mevzuat.gov.tr (T.C. Mevzuat Bilgi Sistemi) için MCP sunucusu. Kanun, KHK, Cumh…
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| 60330 |
youtube-mcp
Claim
A local-first MCP server for inspecting and managing a creator-owned YouTube ch…
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| 60331 |
cisco-secure-access-mcp
Claim
A community MCP server for Cisco Secure Access that exposes the Secure Access R…
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| 60332 |
MCP Walkthrough
Claim
Enables AI agents to present interactive code walkthroughs with voice narration…
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| 60333 |
GitLab MCP Server
Claim
Enables AI agents to interact with GitLab via a restricted set of 9 tools using…
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| 60334 |
cooper
Claim
Cooper: catálogo, cobertura, razas y turnos del marketplace argentino de cuidad…
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| 60335 |
drug-pipeline-mcp
Claim
Pharmaceutical R\&D Pipeline Intelligence for AI Agents — Clinical trials, FDA …
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| 60336 |
largefile
Claim
Navigate, search, and edit large codebases, logs, and data files that exceed AI…
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| 60337 |
browserspendguard-mcp
Claim
Approval receipts for AI browser purchases.
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| 60338 |
Desearch AI
Claim
Enable real-time AI-powered search capabilities including Twitter (X) and web s…
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| 60339 |
Screen regulated-health marketing copy against source-cited rulesets, all 50 st…
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| 60340 |
@wanadev/mcp-gitlab
Claim
Provides full control over GitLab epics, issues, merge requests, pipelines, and…
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| 60341 |
Steel MCP Server
Claim
Exposes Steel Browser automation over HTTP, providing MCP clients with tools fo…
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| 60342 |
qdrant-mcp-hybrid
Claim
Enables multi-tenant RAG with Qdrant, LM Studio embeddings and summaries, and a…
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| 60343 |
ecoclaw-mcp
Claim
Manages local AI skills for Claude Desktop, enabling listing, running, tuning, …
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| 60344 |
APAC Compliance MCP
Claim
MCP server for AI agents selling into APAC. 7 tools: country briefs (Japan/Sing…
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| 60345 |
workflows-mcp
Claim
Run YAML workflows as MCP tools so agents can automate real tasks with one serv…
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| 60346 |
IPOGrid Research
Claim
Hosted MCP server for filing-driven IPO research, market snapshots, SEC filing …
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| 60347 |
mcp-opendata-swiss
Claim
Enables querying Switzerland's federal open-data portal (opendata.swiss) via a …
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| 60348 |
aeo-cli
Claim
Audit URLs for AI crawler readiness — checks robots.txt, llms.txt, JSON-LD sche…
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| 60349 |
DottedSign
Claim
Automate eSignature workflows and signing tasks via natural language commands.
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| 60350 |
Controls a running KiCad 9+ instance via the official IPC API, enabling board e…
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