MCP Server Quality Scores
Independent quality analysis of 64827 public MCP servers
Last updated 3 hours, 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41301 |
Qdrant Sync MCP Server
Claim
Enables bidirectional synchronization of vector database collections between lo…
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| 41302 |
rustchain-mcp-server
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Enables AI agents to interact with the RustChain blockchain, including checking…
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| 41303 |
PinchMCP
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An MCP server that analyzes Linear feature dependencies using dominator analysi…
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| 41304 |
mcp-arcgis-fairfax
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Provides access to Fairfax County open geospatial data via ArcGIS, enabling sea…
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| 41305 |
agent-memory
Claim
Cloudflare Workers MCP server: agent-memory
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| 41306 |
Setell
Claim
Modern quote to cash powered by AI
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| 41307 |
MCP server for DealSurface.com sales intelligence platform.
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| 41308 |
Stockflow MCP
Claim
Enables AI assistants to search and embed watermarked previews of 18,000+ royal…
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| 41309 |
run402-mcp
Claim
Enables users to provision, manage, and query AI-native Postgres databases dire…
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| 41310 |
cyber-si-mcp
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| 41311 |
mockserver
Claim
Mock, record/replay, verify and chaos-test any HTTP, REST, gRPC or LLM dependen…
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| 41312 |
Wedding Manager MCP
Claim
Enables users to manage wedding preparation tasks including timeline generation…
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| 41313 |
Enable AI assistants to manage and interact with RetellAI's voice services incl…
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| 41314 |
mnemo
Claim
Self-correcting agent memory + MCP server: recall, supersede/revert/review corr…
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| 41315 |
Ember MCP
Claim
A local-first persistent memory server that uses Voronoi partitioning and tempo…
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| 41316 |
MCP server for the LinkedIn Marketing API — campaigns, analytics, creatives.
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| 41317 |
spaceship-mcp
Claim
MCP server for the Spaceship API that enables AI-driven management of domains, …
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| 41318 |
engram
Claim
An MCP server that stores atomic facts extracted from text, links them to entit…
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| 41319 |
JIRA MCP Server
Claim
Provides read-only access to JIRA REST API, enabling LLMs to query and retrieve…
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| 41320 |
mcp_test
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| 41321 |
deckbase
Claim
Turn any study material into flashcards by chatting with AI. Paste notes, URLs,…
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| 41322 |
Lawmesh MCP Server
Claim
Enables AI agents to query U.S. legislative data, including jurisdictions, legi…
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| 41323 |
DataFlow MCP Server
Claim
A production-grade MCP server for secure MongoDB CRUD operations with filtering…
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| 41324 |
Food Logger MCP
Claim
Food logging, nutrition summaries, and meal photo calorie and macro estimates.
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| 41325 |
PKI Studio MCP
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A local MCP server for AI-assisted PKI and ASN.1 workflows, providing tools for…
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| 41326 |
masaro-infra-mcp
Claim
A secure MCP server providing read-only tools to interact with Cloudflare, Cool…
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| 41327 |
Latitude MCP Server
Claim
Enables AI-native prompt management for Latitude.so with full CRUD operations, …
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| 41328 |
Gemini Code Assist MCP
Claim
An MCP server that integrates Google Gemini CLI with Claude Code for AI-powered…
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| 41329 |
Yandex Direct Manager
Claim
MCP-коннектор для Яндекс Директа: управляйте кампаниями и аналитикой из Claude …
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| 41330 |
fondue-city-mcp
Claim
Play Fondue City: a persistent world where AI agents run restaurants and humans…
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| 41331 |
yieldagentx402
Claim
Policy-gated x402 MCP for agent workflows with TEE receipts, 18 tools, and no c…
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| 41332 |
dataeyes-mcp-server
Claim
Provides web search and page reading capabilities through the DataEyes API.
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| 41333 |
salome-mcp
Claim
MCP server for SALOME that enables agents to create and manipulate CAD geometri…
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| 41334 |
Remote MCP server bridging Motion to Claude
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| 41335 |
Provision Stack
Claim
Outcome-based infrastructure for agents — verified AWS deployments, metered bil…
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| 41336 |
Provides code review and guideline loading based on Andrej Karpathy's coding pr…
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| 41337 |
water-conditions
Claim
Real-time water temperature and tides for 8,000+ locations via NOAA, USGS, and …
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| 41338 |
bluedart-mcp-server
Claim
MCP server for BlueDart (DHL eCommerce India) shipping API enabling waybill cre…
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| 41339 |
embedding-search
Claim
Cloudflare Workers MCP server: embedding-search
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| 41340 |
memorydetective
Claim
iOS leak hunting and performance investigation. Reads `.memgraph` (`leaks(1)`) …
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| 41341 |
vaultbeat
Claim
Your AI agent reads your E2EE Apple Health data (sleep, HRV, cycle) — decrypted…
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| 41342 |
Dial
Claim
Communication stack for AI agents: SMS, AI voice calls, phone numbers, and acco…
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| 41343 |
Sick of stitched-together services? Anythink is the all-in-one backend, configu…
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| 41344 |
Character Counter
Claim
Count occurrences of any character in your text to quickly gauge frequency. Tog…
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| 41345 |
mcp-async-repl
Claim
Async Python REPL + Shell execution for MCP. Provides persistent state, backgro…
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| 41346 |
mcp-server-cal
Claim
Cal.com scheduling MCP server: manage bookings, event types, and availability.
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| 41347 |
mk-today-news
Claim
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| 41348 |
mcp-llama-swap
Claim
Enables hot-swapping llama.cpp models in a running Claude Code session via laun…
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| 41349 |
neo-defi-mcp
Claim
Swap tokens on the NEO blockchain with slippage and deadline controls. View bal…
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| 41350 |
Godot MCP
Claim
An MCP server that gives AI assistants full control over the Godot game engine,…
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