MCP Server Quality Scores
Independent quality analysis of 43365 public MCP servers
Last updated 2 hours, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39651 |
tsurugi-python-mcp-tools
Claim
Enables to interact with Tsurugi RDBMS by executing SQL (DDL, DML, SELECT) and …
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| 39652 |
Mnemotree
Claim
Mnemotree is an MCP server that provides biologically-inspired memory for LLM a…
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| 39653 |
keepa-adapter
Claim
MCP server for Amazon product monitoring via the Keepa API, providing 18 tools …
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| 39654 |
Credential Vault MCP
Claim
Enables secure credential storage for AI agents by encrypting secrets and provi…
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| 39655 |
Enables interaction with Xero accounting API for financial reporting, sales ana…
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| 39656 |
ChukMCPServer
Claim
A Python framework for building Model Context Protocol servers with decorator-b…
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| 39657 |
content-registry-mcp
Claim
content-registry-mcp MCP server by MEOK AI Labs
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| 39658 |
AIVectorMemory
Claim
MCP server that provides cross-session persistent memory for AI coding assistan…
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| 39659 |
ISO 19650 / UK BIM Level 2 compliance for construction projects. EIR, BEP, MIDP…
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| 39660 |
limitless-ai-mcp-server
Claim
Enables AI assistants to interact with Limitless AI Pendant recordings, search,…
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| 39661 |
ip-geolocation-mcp
Claim
MCP server for IP geolocation lookups using ipinfo.io, with single, own, and ba…
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| 39662 |
document-comparison-ai-mcp MCP server by MEOK AI Labs
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| 39663 |
mcp-toolkit-hub
Claim
MCP hub server that aggregates tools from multiple domain packages into a singl…
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| 39664 |
tabby-mcp
Claim
Enables interaction with Tabby BNPL platform for managing checkout sessions, pa…
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| 39665 |
Enables interaction with Apache Airflow through the Model Context Protocol, all…
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| 39666 |
Custom Blinds Shop
Claim
South Africa's first AI-transactable blinds, shutters and awnings catalogue wit…
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| 39667 |
lorem-ipsum-ai-mcp
Claim
lorem-ipsum-ai-mcp MCP server by MEOK AI Labs
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| 39668 |
Canvas MCP
Claim
A local MCP server for Canvas LMS that enables querying courses, assignments, g…
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| 39669 |
mcp-google-oauth
Claim
MCP server with built-in Google OAuth 2.0 authentication, enabling secure tool …
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| 39670 |
meok-dora-tlpt-planner-mcp MCP server by MEOK AI Labs
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| 39671 |
Pulsar MCP Server
Claim
Enables interaction with Apache Pulsar clusters through MCP-compatible clients,…
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| 39672 |
photography-ai-mcp
Claim
photography-ai-mcp MCP server by MEOK AI Labs
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| 39673 |
project-management-ai-mcp MCP server by MEOK AI Labs
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| 39674 |
workflows-mcp
Claim
Run YAML workflows as MCP tools so agents can automate real tasks with one serv…
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| 39675 |
LocalREPL MCP Server
Claim
A locally-running Python REPL server that integrates with Claude Desktop throug…
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| 39676 |
mastodon-mcp-server
Claim
Comprehensive MCP server for Mastodon integration, enabling AI assistants to re…
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| 39677 |
h3-mcp-tools
Claim
Minimal MCP server built with H3 v2 enabling tool registration, resource manage…
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| 39678 |
mcp-mealie
Claim
MCP server for Mealie that exposes its REST API to manage recipes, meal plans, …
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| 39679 |
Minimal MCP server for testing client support for resources/subscribe and notif…
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| 39680 |
Asana MCP Server
Claim
Enables comprehensive Asana workspace management through natural language, supp…
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| 39681 |
PostHog MCP Server
Claim
A server that allows users to interact with PostHog analytics platform through …
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| 39682 |
JCGE Agent Interface
Claim
MCP server for JCGE discovery, modeling guidance, solving, validation, and equa…
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| 39683 |
Searchable football data provider docs for AI coding agents.
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| 39684 |
kicad-mcp
Claim
Enables natural language interaction with KiCad projects, schematics, and PCBs,…
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| 39685 |
AI explainability and transparency reports for AI agents. Instant transparency …
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| 39686 |
Aguara MCP
Claim
Security scanner for AI agent skills and MCP servers
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| 39687 |
mcp-server
Claim
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| 39688 |
adverb-checker
Claim
Find every adverb in your text to tighten prose and enforce style guides. Highl…
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| 39689 |
csrd-compliance-mcp
Claim
csrd-compliance-mcp MCP server by MEOK AI Labs
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| 39690 |
api-landing
Claim
Cloudflare Workers MCP server: api-landing
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| 39691 |
feroxbuster-mcp
Claim
Enables AI assistants to perform web content discovery scans using feroxbuster …
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| 39692 |
Ebird
Claim
eBird MCP — Cornell Lab of Ornithology citizen-science bird observations
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| 39693 |
Apple RAG MCP
Claim
Provides AI agents with instant access to official Apple developer documentatio…
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| 39694 |
Analyzes clinical trial site feasibility, enrollment velocity, eligibility crit…
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| 39695 |
api-tester-ai-mcp
Claim
api-tester-ai-mcp MCP server by MEOK AI Labs
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| 39696 |
eighty
Claim
Claude reads and writes a real-life RPG character sheet from the eighty self-im…
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| 39697 |
Eraser Diagram Generator
Claim
Generate professional diagrams from text descriptions using the Eraser API thro…
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| 39698 |
Google Docs MCP Server
Claim
Enables Claude to interact with Google Docs to list, read, create, search, and …
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| 39699 |
MCP server for Gearlynx Atari Lynx emulator
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| 39700 |
rag-retrieval-mcp
Claim
Enables retrieval-augmented generation by embedding queries with a chosen provi…
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