MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 3 hours, 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32351 |
golpo-mcp
Claim
MCP server for the Golpo AI video API, enabling video generation, listing, and …
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| 32352 |
AlbumentationsX MCP
Claim
Model Context Protocol server for discovering transforms, validating augmentati…
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| 32353 |
ZEVO Host MCP Server
Claim
Gives AI agents read-only access to ZEVO financial data, enabling queries about…
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| 32354 |
Myelin
Claim
Myelin provides persistent, brain-inspired memory for AI agents, enabling cross…
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| 32355 |
Korean NLP MCP server: morphological analysis, tokenization, spell & grammar ch…
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| 32356 |
Enables querying Latvian cybersecurity data, including regulations, guidelines,…
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| 32357 |
Provides full read-write access to PostgreSQL databases with advanced transacti…
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| 32358 |
PiKVM MCP Server
Claim
This MCP server connects AI agents to a PiKVM device, enabling full keyboard, m…
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| 32359 |
keyboard-maestro-mcp
Claim
Enables managing Keyboard Maestro macros with natural language commands, includ…
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| 32360 |
Reddit Ads MCP Server
Claim
Read-only access to Reddit Ads API v3 for listing ad accounts, campaigns, ad gr…
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| 32361 |
magika-mcp
Claim
Enables AI-powered file type detection using Google Magika, identifying file ty…
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| 32362 |
mcp-arcgis-fauquier
Claim
Enables querying and searching Fauquier County, Virginia open geospatial datase…
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| 32363 |
@kimagure-dd/xirr-mcp
Claim
MCP server for calculating XIRR (Extended Internal Rate of Return) from cash fl…
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| 32364 |
livostyle-catalog-mcp
Claim
Live access to 2,766+ women's fashion products from Livostyle.com via 6 tools —…
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| 32365 |
dayi-search-mcp
Claim
Enables querying Chinese medical information (drugs, diseases, doctors, symptom…
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| 32366 |
Enables interaction with Google Calendar through a unified MCP API for managing…
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| 32367 |
agent-readiness-auditor
Claim
Audits any website for AI agent readiness and safety, scoring prompt injection …
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| 32368 |
xunfeiPpt MCP Server
Claim
Enables PPT generation using iFlytek Zhiwen API, supporting multiple transport …
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| 32369 |
Markdown3D MCP Server
Claim
Transforms markdown documents into immersive 3D visualizations using semantic a…
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| 32370 |
Washlib
Claim
Find car wash centers in France, compare prices, check live availability, and l…
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| 32371 |
SQL Preview
Claim
Run governed SQL queries and inspect database schemas from MCP agents.
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| 32372 |
Advanced codebase indexing and semantic search MCP server
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| 32373 |
mcp-server
Claim
Enables scraping and comparing LLM inference pricing from multiple providers us…
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| 32374 |
Neo4j MCP Server
Claim
Enables interaction with Neo4j databases from the Cursor IDE by executing Cyphe…
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| 32375 |
outrank-mcp
Claim
MCP server for Outrank that enables AI agents to verify credits, manage website…
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| 32376 |
Buddy MCP Server
Claim
MCP server for controlling compatible boards over Bluetooth serial, including D…
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| 32377 |
OpenChainBench
Claim
Live, neutral benchmarks for public RPC latency, oracles, bridges, perp DEX, an…
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| 32378 |
screenctx
Claim
Enables AI tools to collect a compact, structured context bundle for a Spring B…
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| 32379 |
ThaiProcurement
Claim
Search Thai government procurement tenders and bidder companies.
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| 32380 |
mcp-ssh
Claim
MCP server for SSH remote execution, file transfer, and file editing with autom…
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| 32381 |
BTRFS Snapper MCP
Claim
Enables management of BTRFS snapshots via Snapper and monitoring of BTRFS files…
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| 32382 |
SigmaLineage MCP
Claim
Enables context-aware EVTX hunting with process lineage tracing and rarity base…
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| 32383 |
markovian-mcp
Claim
Bitcoin-anchored provenance for AI outputs; enables stamping, verifying, and tr…
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| 32384 |
qq-mcp-server
Claim
A MCP server that exposes QQ bot capabilities over Streamable HTTP, enabling cl…
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| 32385 |
Doctrine fiscale française (BOFiP) : recherche, veille et graphe doctrinal. Eta…
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| 32386 |
wezterm-mcp
Claim
Enables programmatic control of the WezTerm terminal emulator through the Model…
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| 32387 |
MoviePilot MCP Admin
Claim
Enables AI agents to control MoviePilot through the MCP protocol for managing s…
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| 32388 |
Oreo Pudding
Claim
Enables LLM clients to interact with Apple Calendar (iCloud) via CalDAV, suppor…
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| 32389 |
@imazhar101/paypal-mcp
Claim
A lightweight MCP server that connects to the PayPal REST API, handling token l…
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| 32390 |
Sick of stitched-together services? Anythink is the all-in-one backend, configu…
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| 32391 |
AI memory buyer routing with Forge docs, pricing, paid recommendations, and MCP…
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| 32392 |
Provide real-time weather data and forecasts to your applications. Enable agent…
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| 32393 |
Solana Divers MCP Server
Claim
MCP server for searching an archive of Solana developer Telegram chats. Enables…
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| 32394 |
Enables management of TuxCare ePortal resources such as servers, feeds, registr…
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| 32395 |
mcp-fabric
Claim
MCP server for managing Microsoft Fabric notebooks and Dataflow Gen2 via the Fa…
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| 32396 |
toolpiper
Claim
300+ on-device MCP tools for macOS — local AI, voice, vision, browser automatio…
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| 32397 |
philosophy-mcp
Claim
MCP server for querying a multilingual philosophy corpus including glossary, th…
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| 32398 |
Enables AI assistants to search, query, and manage Azure AI Search indexes usin…
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| 32399 |
Ironic Backport Agent
Claim
Automates backporting upstream Ironic changes across OpenShift release branches…
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| 32400 |
nra-20i-mcp
Claim
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