MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 53751 |
MCP Server Kickstarter
Claim
A CLI tool to scaffold and manage new MCP-compatible server projects with uv, i…
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| 53752 |
data-michigan
Claim
Enables AI agents to search and query the Michigan Open Data catalog, running S…
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| 53753 |
feishu-bridge
Claim
MCP server that enables AI agents to interact with Feishu (Lark) for calendar e…
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| 53754 |
WordPress MCP Server
Claim
An MCP server that enables AI agents to manage WordPress sites, including Eleme…
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| 53755 |
SportsQuant MCP Server
Claim
Provides AI agents with professional-grade tools for expected value calculation…
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| 53756 |
MCP server for managing hierarchical project tracking with PostgreSQL. Enables …
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| 53757 |
GeoOntology-MCP
Claim
A geographic ontology layer MCP server that exposes hierarchical relations, top…
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| 53758 |
Enables interaction with Adobe Commerce Catalog Services to retrieve product va…
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| 53759 |
MCP server that enables an AI agent to display rich Markdown content on a physi…
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| 53760 |
portal-mcp-server
Claim
Query onchain data across EVM, Solana, Bitcoin, Substrate, and Hyperliquid via …
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| 53761 |
test-js
Claim
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| 53762 |
nameplate
Claim
Parses unstructured US contact strings into structured name and address compone…
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| 53763 |
large-repo-mcp-server
Claim
A stdio-based MCP server for fast, bounded search and navigation of large code …
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| 53764 |
gitlab-review-mcp
Claim
Enables interaction with GitLab projects, merge requests, issues, and code revi…
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| 53765 |
Stripe MCP Server
Claim
Enables Claude to integrate with Stripe for creating payment links, processing …
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| 53766 |
axiomatic-mcp
Claim
MCP server enabling AI assistants to access the Axiomatic_AI Platform for scien…
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| 53767 |
telegram-mcp-server
Claim
Enables Claude to interact with Telegram channels and groups through API or web…
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| 53768 |
mcp-budget-server
Claim
An MCP server for advertising estimate analysis that calculates billing, outsou…
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| 53769 |
gift-cards
Claim
Buy gift cards, mobile top-ups, and eSIMs from 10,001+ brands across 180 countr…
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| 53770 |
fred-mcp
Claim
Enables querying and retrieving Federal Reserve Economic Data (FRED) including …
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| 53771 |
SysControl MCP
Claim
Enables Claude Desktop to monitor and control your computer system with 90+ rea…
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| 53772 |
multi-search-mcp
Claim
An MCP server that aggregates search results from Baidu, Bing, and Sogou withou…
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| 53773 |
filter-mcp-server
Claim
Compares approximate filter data structures (Bloom, Counting Bloom, Cuckoo, SuR…
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| 53774 |
npmguard
Claim
Pre-install risk gate for npm packages.
Stops AI coding agents from running mal…
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| 53775 |
Enables LLMs to interact with Cloudera AI Workbench APIs for managing files, jo…
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| 53776 |
Binelek MCP Server
Claim
Enables interaction with the Binelek Platform's knowledge graph, search, AI, an…
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| 53777 |
iiq-mcp
Claim
MCP server for SailPoint IdentityIQ 8.5 that enables searching and requesting r…
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| 53778 |
Enables AI-powered management of multi-cluster Kubernetes environments through …
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| 53779 |
cognition-wheel
Claim
Enables querying multiple AI models in parallel (Claude, Gemini, O3) and synthe…
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| 53780 |
SAP S/4HANA MCP Server
Claim
Enables interaction with SAP S/4HANA systems via OData, allowing service discov…
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| 53781 |
SIEMen
Claim
Enables AI agents to read, write, and search security findings, engagement memo…
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| 53782 |
mcp-awareness
Claim
Shared memory for any MCP-compatible AI, enabling cross-platform knowledge pers…
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| 53783 |
Day One MCP Server
Claim
Read-only MCP server for Day One journal on macOS, enabling search and browsing…
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| 53784 |
Augent
Claim
MCP server that turns any audio or video source into structured, searchable int…
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| 53785 |
tree-sitter-analyzer
Claim
An MCP code-intelligence server for AI agents with pre-indexed AST cache, 62 MC…
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| 53786 |
debug-thinking
Claim
Structures debugging processes into a persistent knowledge graph, enabling prob…
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| 53787 |
Joplin MCP Server
Claim
Enables AI assistants to interact with Joplin notes and notebooks, including se…
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| 53788 |
Provides a standardized interface for interacting with Replicate's tools and se…
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| 53789 |
GitHub PR Review MCP
Claim
An MCP server that collects Pull Request comments from private GitHub repositor…
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| 53790 |
modforge
Claim
Provides deterministic, audit-chain-backed Minecraft symbol migration and versi…
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| 53791 |
Provides tools for indexing documents, creating notes, searching content, and e…
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| 53792 |
green-mcp
Claim
Measures CPU energy and LLM token usage of programs to enable cost-efficient re…
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| 53793 |
runtime-mcp
Claim
Drop-in MCP server that lets Claude inspect, debug, and hot-fix your running Bu…
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| 53794 |
python-patterns-mcp
Claim
Exposes the 23 Gang of Four design patterns to AI coding agents for generation,…
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| 53795 |
Repo Interrogator
Claim
A local-first MCP server that enables AI tools to safely inspect and search cod…
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| 53796 |
sinhala-mcp
Claim
Translates Sinhala or Singlish instructions into precise English technical spec…
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| 53797 |
MCP Contractor
Claim
A contract linter for AI agents that uses structured YAML contracts to define d…
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| 53798 |
Enables AI assistants to search and explore Databricks AWS documentation throug…
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| 53799 |
Memento
Claim
A persistent memory MCP server for AI assistants, storing and retrieving notes …
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| 53800 |
test-test-test
Claim
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