MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 3 hours, 30 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32301 |
Automates the Sigmatek LASAL software suite for PLC and HMI engineering, enabli…
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| 32302 |
Engram
Claim
Engram is an epistemic engine that provides persistent, confidence-ranked memor…
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| 32303 |
mcp-server-splunk
Claim
Enables AI assistants to search, manage, and analyze data in Splunk instances t…
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| 32304 |
Upwork MCP Server
Claim
MCP server for Upwork via browser automation. Enables Claude Code to search job…
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| 32305 |
eudi-wallet-mcp
Claim
EUDI Wallet MCP — EU Digital Identity Wallet under eIDAS 2.0 for AI agent authe…
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| 32306 |
Igniral MCP Server
Claim
Bridges AI agents with Igniral's platform to generate production-ready backends…
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| 32307 |
cvm-mcp
Claim
MCP server that fetches Brazilian financial data from the CVM open data portal …
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| 32308 |
MemMCP
Claim
A Byzantine fault-tolerant MCP Memory server that uses SQLite write-ahead loggi…
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| 32309 |
linear-mcp-lean
Claim
A self-hosted MCP server for Linear that reduces response sizes by field-select…
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| 32310 |
Obsidian MCP Server
Claim
A lightweight MCP server that enables AI assistants to securely read, create, a…
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| 32311 |
Manage your Yahoo Fantasy Baseball team via Claude — check rosters, scout free …
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| 32312 |
mcp-server-oci
Claim
Enables interaction with Oracle Cloud Infrastructure through the MCP protocol. …
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| 32313 |
outlook-mcp
Claim
Secure MCP server for on-prem Microsoft Exchange (EWS) with tools for email, ca…
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| 32314 |
Redacted Context MCP
Claim
Provides redacted access to a private local knowledgebase for coding agents, al…
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| 32315 |
Klarefi
Claim
Complete regulated intake work and retrieve cited case files without deciding t…
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| 32316 |
trackio-mcp
Claim
Enables AI agents to observe and interact with trackio experiments through the …
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| 32317 |
co-reading-mcp
Claim
A local MCP server for low-token co-reading: import a book, split it into chapt…
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| 32318 |
MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and doc…
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| 32319 |
An MCP server that integrates Neil Patel's Ubersuggest SEO platform with Cursor…
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| 32320 |
Dreamlit
Claim
Create, test, publish, and manage Dreamlit notification workflows from AI clien…
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| 32321 |
QMT MCP Server
Claim
Wraps the miniQMT interface to enable AI assistants to query A-share market dat…
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| 32322 |
CharityVerify
Claim
Look up trust grades, donor verdicts, and analysis for 138,000+ Canadian charit…
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| 32323 |
stockprice-mcp
Claim
MCP server for stock prices, historical data, FX rates, and ticker search, powe…
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| 32324 |
Switchboard
Claim
Switchboard is a local-first, governed MCP endpoint that aggregates multiple MC…
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| 32325 |
Billium
Claim
Official Billium MCP server: manage crypto invoices, payments, and webhooks fro…
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| 32326 |
docs-mcp
Claim
Indexes documentation sites by base URL and serves keyword search, optional sem…
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| 32327 |
mcp-locator
Claim
An MCP server that lets AI agents read and write locale JSON translation files …
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| 32328 |
mapsi-mcp
Claim
Geocoding, routing, isochrone, H3, elevation and 13 more geospatial tools via O…
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| 32329 |
Google Cheap Search
Claim
Provides real-time Google search results (organic + knowledge graph) with count…
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| 32330 | — | |||||||||
| 32331 |
codescan
Claim
Enables querying a Neo4j-based code graph for Python projects, providing tools …
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| 32332 |
Poke Google Docs MCP
Claim
A remote MCP server that lets your Poke agent create and edit Google Docs.
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| 32333 |
Ashby MCP
Claim
Connects your Ashby recruiting data to Claude, enabling natural language querie…
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| 32334 |
MD Vision
Claim
MCP server that enables AI assistants to open files and highlight ranges in a r…
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| 32335 |
Croatia payments for AI agents — cards / Apple Pay via Stripe. Never holds fund…
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| 32336 |
mcpbrain
Claim
A local-first personal knowledge daemon that syncs Gmail, Drive, and Calendar i…
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| 32337 |
openreview-mcp
Claim
MCP server for searching and retrieving submissions, reviews, meta-reviews, reb…
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| 32338 |
@loggydev/mcp-server
Claim
MCP server for Loggy that enables AI coding assistants to manage heartbeats, st…
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| 32339 |
geminiomnirights-mcp
Claim
Remote MCP for Gemini Omni commercial rights receipt MCP, structured receipts, …
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| 32340 |
E2b Universal MCP Server
Claim
Enables interaction with E2b's tools and services through a standardized MCP in…
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| 32341 |
Engineering MCP Server
Claim
Enables language-model agents to create, modify, analyze, and persist process-e…
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| 32342 |
Remote OpenClaw
Claim
Search 13,870+ MCP servers, 4,384+ agent skills, and plugins from your terminal…
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| 32343 |
marginalia
Claim
Renders Markdown into a browser-based, click-to-comment thread; comments are re…
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| 32344 |
ClariLayer
Claim
Individual-analyst context layer over MCP: bootstrap, reconcile, and remember y…
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| 32345 |
musicbrainz-mcp
Claim
MusicBrainz MCP — search/browse music metadata, cover art, and submit tags/rati…
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| 32346 |
Adi MCP Server
Claim
Enables LLMs to fetch real-time weather data for any city and perform basic ari…
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| 32347 |
ManyMeet
Claim
**Coaches, consultants, and creators run sales webinars as Zoom Meetings** beca…
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| 32348 |
perplexity-mcp
Claim
Enables web search using Perplexity AI's API, allowing users to search the web …
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| 32349 |
BelugaMCP
Claim
Unified SAP MCP server combining SAP documentation search, ABAP linting, and BT…
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| 32350 |
RoboSystems
Claim
Accounting knowledge graphs: SEC XBRL filings, QuickBooks ledgers, reports and …
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