MCP Server Quality Scores
Independent quality analysis of 69199 public MCP servers
Last updated 4 hours, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 51151 |
rqwstr
Claim
AI-native HTTP security testing MCP server — 17 tools with raw HTTP/1.1 + HTTP/…
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| 51152 |
UKDataAPI
Claim
UK government data intelligence platform. 14 enriched endpoints with proprietar…
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| 51153 |
Memory Kernel
Claim
Local-first memory for AI agents: SQLite FTS5, deterministic recall, no vector …
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| 51154 |
MCP Registry Search
Claim
Search and browse every MCP server in the Model Context Protocol registry.
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| 51155 |
OSINT MCP Server
Claim
A unified Open Source Intelligence toolkit that integrates data sources like Ce…
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| 51156 |
catchintent
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| 51157 |
optometry-ai-safety-mcp
Claim
optometry-ai-safety-mcp MCP server by MEOK AI Labs
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| 51158 |
ast-editor
Claim
AST-targeted code editing MCP server with 28 surgical tools for structural edit…
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| 51159 |
A comprehensive MCP server integrating Google Docs, Sheets, Drive, Gmail, Calen…
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| 51160 |
A deployable server on Cloudflare Workers that provides Model Context Protocol …
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| 51161 |
Twilio MCP Server
Claim
Enables communication through Twilio's API including sending SMS/WhatsApp messa…
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| 51162 |
mcp-atlassian-new
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| 51163 |
SkyFi MCP Server
Claim
Enables AI agents to search, order, and monitor satellite and geospatial imager…
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| 51164 |
Rendobar
Claim
Transform video, audio and images, and generate media from prompts. FFmpeg, cap…
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| 51165 |
Eversince
Claim
Creative agent that plans and executes across image, video, audio, and motion g…
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| 51166 |
lims-s
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| 51167 |
shopify-mcp
Claim
Enables management of Shopify store via GraphQL, including products, orders, in…
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| 51168 |
WAHA MCP Server
Claim
Enables AI assistants to interact with WhatsApp through the WAHA (WhatsApp HTTP…
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| 51169 |
mcp-current-repo
Claim
A proof-of-concept MCP server that scopes GitHub tools to the current repositor…
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| 51170 |
api
Claim
MarketCheck automotive data: search US/UK listings, predict prices, decode VINs…
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| 51171 |
Kanka MCP Server
Claim
Enables local interaction with the Kanka worldbuilding API via MCP, supporting …
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| 51172 |
agentburn
Claim
Local profiler for AI agents: burn by source, overnight bill, behavioral forens…
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| 51173 |
AI Agent Astrology — natal charts, transits, cosmic weather, and forecasts for …
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| 51174 |
code-security-skill
Claim
MCP server providing a searchable security knowledge base for AI coding assista…
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| 51175 |
jira-digest-mcp
Claim
MCP server for querying resolved Jira tickets across multiple Atlassian Cloud s…
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| 51176 |
MCP GeoData Placefinder: search places, reverse geocode, and find nearby locati…
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| 51177 |
orcadub-mcp-server
Claim
AI video dubbing via OrcaRouter (model orca/dub): upload a video or URL, poll, …
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| 51178 |
mcp-llama-swap
Claim
Enables hot-swapping llama.cpp models in a running Claude Code session via laun…
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| 51179 |
Arkana
Claim
An MCP server that provides 294 malware analysis tools behind an AI-driven inte…
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| 51180 |
mcp
Claim
Manage uptime monitors, incidents and status pages from any MCP client.
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| 51181 |
MCP Shell Server
Claim
A simple MCP server that provides a terminal tool for executing shell commands …
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| 51182 |
Bee — The Progressive Intelligence Engine: tiered LLM, 4 tools, hosted API, fre…
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| 51183 |
Arr Suite MCP Server
Claim
Enables AI assistants to manage media automation services like Sonarr, Radarr, …
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| 51184 |
Shopify MCP
Claim
Read-only Shopify Admin API MCP server for business reporting, exposing tools l…
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| 51185 |
legiscan
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| 51186 |
Elastic MCP Server
Claim
Provides comprehensive tools for managing Elasticsearch clusters, including sec…
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| 51187 |
bharatlas-mcp
Claim
Description: Query India's open geo data in natural language. 8 tools: list lay…
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| 51188 |
Filo
Claim
An unofficial MCP server that gives AI assistants structured access to Italy's …
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| 51189 |
dolores
Claim
dolores is an MCP server that gives AI agents persistent memory using Postgres …
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| 51190 |
au-weather-mcp
Claim
Query Australian weather + air quality — forecasts, current obs, 80yr archive (…
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| 51191 |
rekordbox-mcp
Claim
A comprehensive MCP server for rekordbox database management with real-time dat…
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| 51192 |
retrieval-lens
Claim
Black-box flight recorder for RAG retrieval inside MCP agents. Logs chunks, sco…
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| 51193 |
MCP SSH Server
Claim
Connects Claude to remote servers via SSH to execute commands, manage files, an…
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| 51194 |
Corporate credit data API for AI agents — bonds, leverage, guarantors, SEC fili…
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| 51195 |
el-buen-agente-mcp
Claim
La guía 'El Buen Agente' como 18 tools para evaluar, mejorar y construir agente…
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| 51196 |
Ladislav Hejdánek
Claim
Explore the digital archive of Czech philosopher Ladislav Hejdánek through sema…
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| 51197 |
pdf-debug-mcp
Claim
A PDF debugging MCP server that inspects low-level PDF structure, including ind…
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| 51198 |
database-analysis-mcp
Claim
Enables MySQL database analysis through natural language, including schema expl…
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| 51199 |
bitbucket-mcp-server
Claim
Provides read-only access to Bitbucket Server repositories, pull requests, bran…
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| 51200 |
Linkup
Claim
Access real-time web information and up-to-date facts from trusted sources. Ret…
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