MCP Server Quality Scores
Independent quality analysis of 69111 public MCP servers
Last updated 3 hours, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57951 |
NotePilot
Claim
A Python MCP server that exposes note management tools (create, search, update,…
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| 57952 |
mcp-arango-mind
Claim
Turns ArangoDB into a schema-driven MCP server for agents, enabling search-desc…
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| 57953 |
Surfaces your Calibre e-book catalog to Claude via the Model Context Protocol, …
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| 57954 |
MCP server for information collection, text analysis, and content generation, e…
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| 57955 |
dora-compliance-mcp
Claim
DORA (EU Digital Operational Resilience Act) compliance for AI agents. 5-pillar…
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| 57956 |
Maestro MCP
Claim
Enables AI agents to orchestrate a heterogeneous machine fleet via SSH, with un…
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| 57957 |
ManifolderMCP
Claim
Enables browsing and editing Open Metaverse Spatial Fabric scenes, including ma…
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| 57958 |
An MCP server that runs in the browser, letting web pages register custom tools…
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| 57959 |
noll-workshop
Claim
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| 57960 |
billforward-mcp
Claim
Enables LLMs to interact with Billforward's billing and subscription management…
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| 57961 |
ZIM MCP Server
Claim
Enables large language models to directly access and search content in ZIM file…
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| 57962 |
Presso
Claim
Connect your e-commerce and marketing data to AI assistants via MCP. Presso int…
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| 57963 |
recite-word
Claim
recite
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| 57964 |
Exchange Rate MCP
Claim
MCP server for live currency exchange rates and conversion, ISO codes and Chine…
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| 57965 |
SpicyGen
Claim
AI adult image, character and movie generator (18+). Characters, images, videos…
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| 57966 |
Gobernador IA MCP Server
Claim
MCP server de auditoría de compliance de IA que expone el motor de reglas de Go…
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| 57967 |
scan-your-ai-toolkit
Claim
Open-source AI governance toolkit. MCP servers & CLIs for scanning, auditing, a…
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| 57968 |
MSSQL MCP Reader
Claim
Read-only Model Context Protocol server for Microsoft SQL Server, enabling safe…
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| 57969 |
Industrial glossary, protocol reference, technical search and OEE calculation. …
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| 57970 |
RongCloud MCP Server
Claim
Enables AI assistants to manage RongCloud instant messaging services, including…
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| 57971 |
wishmock
Claim
Provides an MCP server for automation via Server-Sent Events (SSE) to manage mo…
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| 57972 |
comsats-timetable-mcp
Claim
Enables fetching and analyzing COMSATS University timetables via natural langua…
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| 57973 |
Hueflow SketchUp MCP
Claim
Connects Claude AI to SketchUp, allowing you to create and modify 3D models via…
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| 57974 |
Provides structured tool access to Mario's portfolio data including skills, pro…
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| 57975 |
tedt
Claim
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| 57976 |
GitLab MCP Server
Claim
Enables AI assistants to interact with GitLab projects, allowing users to query…
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| 57977 |
chelaile-mcp
Claim
A Chelaile-powered MCP server that lets LLMs query realtime bus and metro data …
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| 57978 |
Enables full read-write access to PostgreSQL databases with transaction managem…
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| 57979 |
jv-idx-mcp
Claim
MCP server exposing Indonesia Stock Exchange (IDX) market data as tools — funda…
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| 57980 |
agent-gate
Claim
Fail-closed quality gate and hash-chained receipt ledger for AI agent workflows.
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| 57981 |
stackchan-relay
Claim
MCP server that enables controlling a StackChan robot via tools like speak, emo…
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| 57982 |
cipp-mcp
Claim
An MCP server for CIPP (Community IT Professionals Platform), enabling MSPs to …
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| 57983 |
SpecFlow MCP Server
Claim
Provides an AI-driven four-stage software development workflow with role manage…
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| 57984 |
NFT collection analytics API for AI agents. Floor price, 24h volume, total supp…
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| 57985 |
mailbridge
Claim
Connect your AI assistant to email — read, search, send, and organise via IMAP/…
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| 57986 |
A template for deploying MCP servers on Vercel with serverless functions. Inclu…
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| 57987 |
mcp-codemagic
Claim
This MCP server enables users to manage Codemagic CI/CD builds directly from Cl…
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| 57988 |
noHumansShop
Claim
Affiliate marketplace for AI agents: find tools, publish verified guides, earn.…
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| 57989 |
rednote-mcp-2
Claim
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| 57990 |
Thoth
Claim
Read-only MCP over an agentic SLR workspace with per-claim citation verification
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| 57991 |
MCP Server Template
Claim
A scaffold project for building FastAPI-based Model Context Protocol servers wi…
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| 57992 |
MCP Number Powers Server
Claim
Exposes tools to calculate powers (square, cube, etc.) of a number via stdio or…
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| 57993 |
philippine-geocoding
Claim
Explore the Philippines’ administrative hierarchy from island groups to baranga…
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| 57994 |
Tableau MCP Server
Claim
Enables discovery, querying, and exporting of Tableau Cloud dashboards and data…
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| 57995 |
Selda
Claim
Find customers, research each one and draft the outreach. Nothing sends without…
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| 57996 |
registry
Claim
Browse and install Crucible's animated React components into shadcn-style proje…
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| 57997 |
mockserver
Claim
Mock, record/replay, verify and chaos-test any HTTP, REST, gRPC or LLM dependen…
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| 57998 |
statfin-mcp
Claim
Statistics Finland (StatFin/PxWeb): search tables, read metadata, fetch JSON-st…
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| 57999 |
Dockerfile Audit
Claim
Hadolint-grade Dockerfile audit — 19 checks: secrets, privileges, supply chain,…
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| 58000 |
Banger
Claim
All your company email, operated by agents and reviewed by you.
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