MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32301
Svel26
Automates the Sigmatek LASAL software suite for PLC and HMI engineering, enabli…
N/A N/A
32302
tinydarkforge
Engram Claim
Engram is an epistemic engine that provides persistent, confidence-ranked memor…
N/A N/A
32303
pahar0
Enables AI assistants to search, manage, and analyze data in Splunk instances t…
32304
vanooo
MCP server for Upwork via browser automation. Enables Claude Code to search job…
N/A N/A
32305
CSOAI-ORG
EUDI Wallet MCP — EU Digital Identity Wallet under eIDAS 2.0 for AI agent authe…
32306
Igniral
Bridges AI agents with Igniral's platform to generate production-ready backends…
32307
IgormCarvalho
cvm-mcp Claim
MCP server that fetches Brazilian financial data from the CVM open data portal …
32308
axtontc
MemMCP Claim
A Byzantine fault-tolerant MCP Memory server that uses SQLite write-ahead loggi…
N/A N/A
32309
wiklob
A self-hosted MCP server for Linear that reduces response sizes by field-select…
32310
TheGreatAxios
A lightweight MCP server that enables AI assistants to securely read, create, a…
N/A N/A
32311
dingyiyi0226
Manage your Yahoo Fantasy Baseball team via Claude — check rosters, scout free …
N/A N/A
32312
zehair-louzza
Enables interaction with Oracle Cloud Infrastructure through the MCP protocol. …
32313
viartemev
outlook-mcp Claim
Secure MCP server for on-prem Microsoft Exchange (EWS) with tools for email, ca…
32314
zoltan0803
Provides redacted access to a private local knowledgebase for coding agents, al…
N/A N/A
32315
jmqcooper-ai
Klarefi Claim
Complete regulated intake work and retrieve cited case files without deciding t…
32316
fastmcp-me
trackio-mcp Claim
Enables AI agents to observe and interact with trackio experiments through the …
32317
kikuovo
A local MCP server for low-token co-reading: import a book, split it into chapt…
32318
VictoriaMetrics-Community
MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and doc…
N/A N/A 83
32319
madebyaris
An MCP server that integrates Neil Patel's Ubersuggest SEO platform with Cursor…
81
32320
dreamlit-ai
Dreamlit Claim
Create, test, publish, and manage Dreamlit notification workflows from AI clien…
32321
beamof
Wraps the miniQMT interface to enable AI assistants to query A-share market dat…
N/A N/A
32322
charity-verify-admin
Look up trust grades, donor verdicts, and analysis for 138,000+ Canadian charit…
N/A N/A 83
32323
ajtgjmdjp
MCP server for stock prices, historical data, FX rates, and ticker search, powe…
32324
Mas-AI-Official
Switchboard Claim
Switchboard is a local-first, governed MCP endpoint that aggregates multiple MC…
N/A N/A
32325
BilliumHQ
Billium Claim
Official Billium MCP server: manage crypto invoices, payments, and webhooks fro…
N/A N/A
32326
kage1020
docs-mcp Claim
Indexes documentation sites by base URL and serves keyword search, optional sem…
N/A N/A
32327
Tankonyako
mcp-locator Claim
An MCP server that lets AI agents read and write locale JSON translation files …
N/A N/A
32328
algolayer
mapsi-mcp Claim
Geocoding, routing, isochrone, H3, elevation and 13 more geospatial tools via O…
N/A N/A
32329
SerpCheap
Provides real-time Google search results (organic + knowledge graph) with count…
32330 N/A N/A 95
32331
cocodedk
codescan Claim
Enables querying a Neo4j-based code graph for Python projects, providing tools …
N/A N/A
32332
niharxavier
A remote MCP server that lets your Poke agent create and edit Google Docs.
32333
JakeTeagle
Ashby MCP Claim
Connects your Ashby recruiting data to Claude, enabling natural language querie…
81
32334
caplandorlespan
MD Vision Claim
MCP server that enables AI assistants to open files and highlight ranges in a r…
N/A N/A
32335
junter1989k-ai
Croatia payments for AI agents — cards / Apple Pay via Stripe. Never holds fund…
32336
Centrepoint-Church
mcpbrain Claim
A local-first personal knowledge daemon that syncs Gmail, Drive, and Calendar i…
N/A N/A
32337
OpenCodice-Research
MCP server for searching and retrieving submissions, reviews, meta-reviews, reb…
32338
loggy-dev
MCP server for Loggy that enables AI coding assistants to manage heartbeats, st…
N/A N/A
32339
clauxel
Remote MCP for Gemini Omni commercial rights receipt MCP, structured receipts, …
32340
universal-mcp
Enables interaction with E2b's tools and services through a standardized MCP in…
32341
puran-water
Enables language-model agents to create, modify, analyze, and persist process-e…
N/A N/A
32342
aidevelopers2
Search 13,870+ MCP servers, 4,384+ agent skills, and plugins from your terminal…
N/A N/A
32343
Jin-HoMLee
marginalia Claim
Renders Markdown into a browser-based, click-to-comment thread; comments are re…
N/A N/A
32344
clarilayer
ClariLayer Claim
Individual-analyst context layer over MCP: bootstrap, reconcile, and remember y…
32345
chrischall
MusicBrainz MCP — search/browse music metadata, cover art, and submit tags/rati…
N/A N/A
32346
adityapatel143
Enables LLMs to fetch real-time weather data for any city and perform basic ari…
32347
jmbremer
ManyMeet Claim
**Coaches, consultants, and creators run sales webinars as Zoom Meetings** beca…
81
32348
fastmcp-me
Enables web search using Perplexity AI's API, allowing users to search the web …
32349
LucasTMartins
BelugaMCP Claim
Unified SAP MCP server combining SAP documentation search, ABAP linting, and BT…
32350
RoboFinSystems
RoboSystems Claim
Accounting knowledge graphs: SEC XBRL filings, QuickBooks ledgers, reports and …
Showing 32301–32350 of 66549 servers
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