MCP Server Quality Scores
Independent quality analysis of 64798 public MCP servers
Last updated 3 hours, 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41201 |
Once connected, your AI agent can:
Check any UK company — directors, sharehold…
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| 41202 |
LinkedIn Ads Library
Claim
Search and retrieve LinkedIn ads effortlessly. Utilize powerful tools to find a…
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| 41203 |
Discogs
Claim
Discogs MCP — music release / artist / label database
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| 41204 |
MCP Queen
Claim
The graded MCP registry: evidence-backed server grades from live probes. Search…
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| 41205 |
qflow
Claim
qflow is an MCP server that transforms AI editors into project managers with 50…
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| 41206 |
MCP server for Akamai APIs. 198 tools covering Property Manager, Edge DNS, CPS,…
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| 41207 |
mcp-arcgis-fairfax
Claim
Provides access to Fairfax County open geospatial data via ArcGIS, enabling sea…
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| 41208 |
codesign-mcp
Claim
Local MCP server for Tencent CoDesign sharing links, exposing artboards, layer …
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| 41209 |
Qdrant Sync MCP Server
Claim
Enables bidirectional synchronization of vector database collections between lo…
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| 41210 |
OAPT MCP Extension
Claim
Connects Claude Desktop to the OAPT MCP server for natural-language queries acr…
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| 41211 |
rustchain-mcp-server
Claim
Enables AI agents to interact with the RustChain blockchain, including checking…
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| 41212 |
PinchMCP
Claim
An MCP server that analyzes Linear feature dependencies using dominator analysi…
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| 41213 |
MCP server for PayTo agreements and payment initiation in Australia.
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| 41214 |
agent-memory
Claim
Cloudflare Workers MCP server: agent-memory
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| 41215 |
run402-mcp
Claim
Enables users to provision, manage, and query AI-native Postgres databases dire…
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| 41216 |
Stockflow MCP
Claim
Enables AI assistants to search and embed watermarked previews of 18,000+ royal…
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| 41217 |
MCP server for DealSurface.com sales intelligence platform.
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| 41218 |
Repowise
Claim
Codebase intelligence for AI coding agents — graph, git history, docs, decision…
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| 41219 |
ai-visibility-mcp
Claim
Enables AI agents to check whether AI assistants recommend a brand and audit a …
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| 41220 |
Setell
Claim
Modern quote to cash powered by AI
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| 41221 |
Trello MCP Server
Claim
Provides programmatic access to Trello's API to manage boards, lists, cards, an…
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| 41222 |
mockserver
Claim
Mock, record/replay, verify and chaos-test any HTTP, REST, gRPC or LLM dependen…
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| 41223 |
Wedding Manager MCP
Claim
Enables users to manage wedding preparation tasks including timeline generation…
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| 41224 |
cyber-si-mcp
Claim
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| 41225 |
Enable AI assistants to manage and interact with RetellAI's voice services incl…
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| 41226 |
MCP server for the LinkedIn Marketing API — campaigns, analytics, creatives.
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| 41227 |
Ember MCP
Claim
A local-first persistent memory server that uses Voronoi partitioning and tempo…
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| 41228 |
mcp_test
Claim
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| 41229 |
spaceship-mcp
Claim
MCP server for the Spaceship API that enables AI-driven management of domains, …
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| 41230 |
JIRA MCP Server
Claim
Provides read-only access to JIRA REST API, enabling LLMs to query and retrieve…
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| 41231 |
engram
Claim
An MCP server that stores atomic facts extracted from text, links them to entit…
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| 41232 |
DataFlow MCP Server
Claim
A production-grade MCP server for secure MongoDB CRUD operations with filtering…
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| 41233 |
Lawmesh MCP Server
Claim
Enables AI agents to query U.S. legislative data, including jurisdictions, legi…
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| 41234 |
deckbase
Claim
Turn any study material into flashcards by chatting with AI. Paste notes, URLs,…
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| 41235 |
masaro-infra-mcp
Claim
A secure MCP server providing read-only tools to interact with Cloudflare, Cool…
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| 41236 |
Gemini Code Assist MCP
Claim
An MCP server that integrates Google Gemini CLI with Claude Code for AI-powered…
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| 41237 |
Yandex Direct Manager
Claim
MCP-коннектор для Яндекс Директа: управляйте кампаниями и аналитикой из Claude …
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| 41238 |
PKI Studio MCP
Claim
A local MCP server for AI-assisted PKI and ASN.1 workflows, providing tools for…
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| 41239 |
Latitude MCP Server
Claim
Enables AI-native prompt management for Latitude.so with full CRUD operations, …
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| 41240 |
dataeyes-mcp-server
Claim
Provides web search and page reading capabilities through the DataEyes API.
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| 41241 |
Local-first MCP memory server: SQLite, FTS5 and vector search, AES-256-GCM. 43 …
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| 41242 |
salome-mcp
Claim
MCP server for SALOME that enables agents to create and manipulate CAD geometri…
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| 41243 |
embedding-search
Claim
Cloudflare Workers MCP server: embedding-search
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| 41244 |
Provides code review and guideline loading based on Andrej Karpathy's coding pr…
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| 41245 |
water-conditions
Claim
Real-time water temperature and tides for 8,000+ locations via NOAA, USGS, and …
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| 41246 |
Provision Stack
Claim
Outcome-based infrastructure for agents — verified AWS deployments, metered bil…
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| 41247 |
bluedart-mcp-server
Claim
MCP server for BlueDart (DHL eCommerce India) shipping API enabling waybill cre…
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| 41248 |
TickDB Market Data
Claim
Real-time & historical market data: forex, stocks, crypto, indices, metals, K-l…
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| 41249 |
memorydetective
Claim
iOS leak hunting and performance investigation. Reads `.memgraph` (`leaks(1)`) …
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| 41250 |
mcp-async-repl
Claim
Async Python REPL + Shell execution for MCP. Provides persistent state, backgro…
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