MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31841
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41451
joni911
Enables deep research and web search via You.com API from any MCP client, with …
N/A N/A
41452
anatolykoptev
gtr-mcp Claim
An MCP server that wraps git-worktree-runner to enable AI agents to manage git …
N/A N/A
41453
jackccrawford
sendblue-mcp Claim
Enables AI agents to send SMS/iMessage and check replies via Sendblue API using…
41454
kent-tokyo
shohei Claim
Rust infrastructure diagnostics MCP server for AI agents: DNS checks, TLS certi…
41455
facundozupel
Enables professional SEO/SEM research with geolocalized keyword discovery, comp…
N/A N/A
41456
pawelojdowski
SAOS MCP Claim
Provides access to Polish court judgments from the SAOS database. Enables searc…
41457
WinstonFassett
An MCP server that enables searching Genius.com for artists, songs, and albums,…
41458
choipureum
Enables reading and analysis of PDF, Excel, Word, and PowerPoint files through …
N/A N/A
41459
NomadsResearch
Provides a memory layer for personal agents, enabling MCP-compatible agents to …
41460
nzwi263
A boilerplate MCP server built with Python and FastMCP, ready for deployment on…
41461
areebahmeddd
Remote MCP server executor on Cloudflare Workers that runs Python-based tools f…
41462
ComputingVictor
Enables users to search Spanish judicial rulings and extract text from resoluti…
41463
jyarbro
Enables searching eBay for auctions by providing a query and number of results,…
N/A N/A
41464
gsepcore
gsep-mcp Claim
AI agent security via MCP: C3 firewall, C4 immune system, C5 action guard, self…
N/A N/A
41465
wooooci
MCP server for AI assistants to search and download ebooks from Z-Library and A…
N/A N/A
41466
rakesh1308
Enables AI assistants to publish, update, and manage Hashnode blog articles, wi…
N/A N/A
41467
juansalas22
Enables validation and monitoring of analytics events in Heru, integrating with…
N/A N/A
41468
warpfreight
Book real LTL/FTL/van/box-truck freight through the Warp network. 20 tools, in-…
41469
boridon
CodeSherpa Claim
Remote MCP server enabling AI clients to securely inspect repositories over SSH…
41470
IndoTender
Search and read Indonesian court cases. Filter by court, year, and case type.
41471
nmelo
Helps systematically refine vague ideas into well-structured prompts through gu…
N/A N/A
41472
asterdex
An MCP server for Aster Futures and Spot APIs, enabling AI agents to query mark…
41473
surewht
An MCP server that enables AI assistants to analyze images for AI-generated con…
N/A N/A
41474
pipeworx-io
Enables interaction with Outlook / Microsoft 365 calendar, allowing users to li…
41475
hesreallyhim
Enables interaction with Proton Pass via CLI operations, including vault and it…
N/A N/A
41476
LLiuZheng
strata Claim
N/A N/A 95
41477
beeswaxpat
Verify a photo's capture time and provenance before an agent trusts it: cryptog…
41478
pipeworx-io
MCP server for curated food and dining feeds, providing tools to list, read, an…
41479
penelope1234564867
MCP server that wraps wger fitness/nutrition management platform, providing 15 …
41480
DCx7C5
A fully offline MCP server for token estimation, prompt compression, model rout…
41481
vinkius-labs
Enables LLM agents to extract, validate, and mask personally identifiable infor…
41482
isabellaliebgott
mcp-esim Claim
Travel eSIMs for 193 countries. Stripe + Bitcoin checkout. QR by email in 30s. …
41483
sebazai
faceit-mcp Claim
Enables AI assistants to query the FACEIT platform for players, matches, hubs, …
41484
mhmdibrahimm
Enables AI agents to request human actions or decisions by opening a local brow…
N/A N/A
41485
eurfra-wave
Enables interaction with GLPI (ITSM) through 71 tools covering tickets, assets,…
41486
amessagee
mcp-1 Claim
N/A N/A 95
41487
cutejhy-code
Enables quick deployment of a trending news assistant with multi-channel notifi…
41488
bermingham85
Enables ChatGPT to perform filesystem operations, execute PowerShell commands, …
N/A N/A
41489
yaoyuansh
Enables AI assistants to automate Microsoft Excel tasks such as reading/writing…
N/A N/A
41490
sjgant80-hub
Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and…
41491
laivannha0202
Local-first MCP server that connects AI coding agents to the currently open Fig…
N/A N/A
41492
coeusyk
MCP server that indexes your Obsidian notes into a Milvus vector database and e…
N/A N/A
41493
Leaders-of-AI
n8n-mcp Claim
N/A N/A 95
41494
G-karthick0501
Connects Claude Desktop to a Google Colab runtime via ngrok for remote Python e…
41495
ucpcore
UCP Server Claim
Self-hosted server that generates and serves Universal Context Packages (UCP) t…
41496 N/A N/A 95
41497
jonathanposovatz
MCP Server for the Meta Marketing API. Gives Claude Desktop direct access to yo…
41498
creandoaldia
Enables AI agents to scrape web pages safely with incognito browsing, rate limi…
41499
andre-carbajal
Bridges MCP clients to Affinity by Canva's local MCP server, exposing tools for…
N/A N/A
41500
universal-mcp
A standardized interface for interacting with AWS S3 tools and services through…
Showing 41451–41500 of 66534 servers
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