MCP Server Quality Scores
Independent quality analysis of 58579 public MCP servers
Last updated 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58401 |
Enzyme
Claim
Semantic search and pattern discovery for Obsidian and markdown vaults.
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| 58402 |
Coval MCP Server
Claim
Enables AI assistants to interact with Coval's evaluation platform for launchin…
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| 58403 |
Mnemozine
Claim
Mnemozine is a self-hosted unified conversational memory layer that ingests con…
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| 58404 |
Enable seamless interaction with the Rootstock blockchain through a standardize…
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| 58405 |
AutoCAD MCP Server
Claim
Enables natural language control of AutoCAD drawings via LLMs like Claude, supp…
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| 58406 |
emma-transactions-mcp
Claim
A generic MCP server for querying Emma-app transaction exports stored in Google…
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| 58407 |
Teams MCP Server
Claim
Enables AI assistants to interact with Microsoft Teams through direct API calls…
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| 58408 |
Manus
Claim
Work inside the Manus sandbox to build, test, and debug faster. Automate the br…
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| 58409 |
Discover and compare L402 + x402 paid API services from satring.com
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| 58410 |
ContactOut MCP
Claim
ContactOut MCP unlocks instant access to verified professional emails and phone…
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| 58411 |
CompText MCP
Claim
Pip-installable MCP bridge for OpenCode that provides safe tools to call the Co…
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| 58412 |
timeweb-mcp-server
Claim
Automates deployment of applications to Timeweb Cloud via the Model Context Pro…
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| 58413 |
Tableau MCP
Claim
A suite of developer primitives that enable AI applications to integrate with T…
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| 58414 |
Real-time US and Canadian sales tax and use tax rates by address or geographic …
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| 58415 |
Enables searching and retrieving Taiwan judicial judgments, including full-text…
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| 58416 |
mcp-outlook-mail
Claim
Enables AI agents to interact with Microsoft 365 Outlook Mail, allowing email o…
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| 58417 |
AStockEvent
Claim
Structured A-share announcement event feed. 16 MCP tools, 13 event types.
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| 58418 |
adpage
Claim
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| 58419 |
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
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| 58420 |
AgentClip MCP Server
Claim
Enables AI agents to store, search (keyword and semantic), retrieve, update, an…
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| 58421 |
workspace-tools
Claim
Sandbox workspace tools: search, file read, DB queries, integrations. Returns s…
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| 58422 |
TrustLayer MCP Server
Claim
Provides read-only access to TrustLayer's public API, enabling users to query a…
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| 58423 |
GVNR
Claim
Budget Governor gives autonomous AI agents a hard spend limit.
One budget_clea…
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| 58424 |
ebenova-fieldops-mcp
Claim
Field operations agent API for task management, geo-tracking, and team coordina…
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| 58425 |
netlify-mcp
Claim
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| 58426 |
Enables reading and writing macOS system defaults and settings through commands…
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| 58427 |
Coralogix MCP Server
Claim
A command-line tool for monitoring and analyzing Coralogix logs using the Model…
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| 58428 |
cronozen-proof
Claim
Tamper-proof audit trail for AI decisions. 6 tools to record, verify, and expor…
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| 58429 |
test
Claim
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| 58430 |
painspotter-mcp
Claim
AI-analyzed startup & product opportunities mined from Reddit, Hacker News, Pro…
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| 58431 |
MustertheForce MCP
Claim
Salesforce-grounded retrieval, diagnoses, and a vetted-Force marketplace for MC…
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| 58432 |
recall
Claim
Persistent memory for Claude Code. Search, recall, and re-inject context from a…
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| 58433 |
journalowl-mcp
Claim
MCP server for JournalOwl that enables AI-powered journaling integration, allow…
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| 58434 |
Plant Builder
Claim
Run Plant Builder production-plant simulations with tunable knobs for goals, ra…
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| 58435 |
Fireblocks MCP Server
Claim
Enables AI assistants to securely interact with Fireblocks services through the…
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| 58436 |
awesome-unipds-projects
Claim
A curated list of original projects built by students of the UNIPDS Software en…
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| 58437 |
Provides access to USPTO enriched citation and office action citation APIs with…
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| 58438 |
clair
Claim
An MCP server that reduces token usage by lazily loading skills and tools only …
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| 58439 |
AI code review for your AI assistant — review local changes, branch diffs, and …
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| 58440 |
A Model Context Protocol server that provides AI coding agents with access to u…
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| 58441 |
ChemDraw Server
Claim
Provides chemical informatics endpoints for converting between chemical names a…
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| 58442 |
thewardn-mcp
Claim
Governance wrapper for MCP servers that intercepts and evaluates every Claude t…
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| 58443 |
MCP PR Recommender
Claim
Intelligent PR boundary detection and recommendation system that analyzes git c…
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| 58444 |
MCP Search Server
Claim
A unified Model Context Protocol server that integrates multiple search provide…
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| 58445 |
news-sentiment-mcp
Claim
Provides news sentiment scores, media volume trends, and historical coverage da…
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| 58446 |
Enables interaction with Azure AI Agent Service by automatically discovering ag…
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| 58447 |
mcp
Claim
Free cross-lingual news briefings for AI agents across 89 languages. Read-only,…
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| 58448 |
Ra Pay
Claim
Send fiat payments via MCP with two-step confirmation and Stripe Connect.
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| 58449 |
Enables LLMs to dynamically search, scrape, and query official documentation of…
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| 58450 |
nmap-mcp-server
Claim
An MCP server that provides Nmap scanning tools such as ping, port scans, servi…
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