MCP Server Quality Scores

Independent quality analysis of 69365 public MCP servers

69365
Discovered
→
33980
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
28551
zw008
VMware NSX security — Distributed Firewall policies/rules, Security Groups, Tra…
B 70 3⁄4 ◔ ⏳ 72 — — 54 81 —
28552
novgorodskii
Enables AI assistants to interact with the Worksection project management platf…
B 70 3⁄4 ◔ ⏳ 72 — — 53 81 —
28553
masonicGIT
An MCP server that lets AI agents autonomously buy physical hats using USDC on …
B 70 3⁄4 ◔ ⏳ 69 — — 57 81 —
28554
Decodo
mcp-server Claim
Enable your AI agents to scrape and parse web content dynamically, including ge…
B 70 3⁄4 ◔ ⏳ 78 N/A N/A 44 81 —
28555
airfloats
gdb_mcp ⚡ Claim 2
An MCP server that enables AI assistants to control GDB debugging sessions, inc…
B 70 3⁄4 ◔ ⏳ 71 — — 52 81 —
28556
capsulerun
Capsule MCP server gives your AI agent the ability to safely run untrusted Pyth…
B 70 3⁄4 ◔ ⏳ 60 — — 70 81 —
28557
samklein952-hub
Enables interaction with the Hyperliquid exchange to trade perpetuals, check po…
B 70 3⁄4 ◔ ⏳ 88 — — 24 81 —
28558
przbadu
Integrates with Firefly III personal finance software to enable natural languag…
B 70 3⁄4 ◔ ⏳ 80 — — 37 81 —
28559
jhupo
image-studio-mcp ⚡ Claim
A local MCP server for generating and editing images using OpenAI-compatible AP…
B 70 3⁄4 ◔ ⏳ 72 — — 53 81 —
28560
ExpertVagabond
jupiter-mcp Claim
MCP server providing AI agents with native access to Jupiter's full DeFi stack …
B 70 3⁄4 ◔ ⏳ 72 — — 51 81 —
28561
kongyo2
A Model Context Protocol (MCP) server that provides access to EVE University Wi…
B 70 3⁄4 ◔ ⏳ 78 — — 41 81 —
28562
pjosols
pyfastmail-mcp ⚡ Claim 1
An MCP server that provides AI assistants with full access to Fastmail accounts…
B 70 3⁄4 ◔ ⏳ 57 — — 77 81 —
28563
perceptdot
percept ⚡ Claim
AI-powered observability platform for agents. Auto-discovers and recommends MCP…
B 70 3⁄4 ◔ ⏳ 78 — — 41 81 —
28564
Read-only MCP access to TrailWeights' ultralight gear corpus: verified weights,…
B 70 2⁄5 ◔ — 74 — — 67 —
28565
Pingfyr
Pingfyr ⚡ Claim
Schedule reminders for AI agents via email, webhook, Slack, Discord, Telegram, …
B 70 3⁄4 ◔ ⏳ 72 — — 50 81 —
28566
Seiya-wasabi
An MCP server that gives Claude and other AI agents the ability to audit any pu…
B 70 3⁄4 ◔ ⏳ 75 — — 48 81 —
28567
0xMassi
webclaw Claim
Web content extraction for AI agents. 10 tools: scrape, crawl, map, batch, extr…
B 70 3⁄4 ◔ ⏳ 54 N/A N/A 84 81 —
28568
theYahia
PayFast MCP ⚡ Claim
Enables interaction with the South African PayFast payment gateway to manage tr…
B 70 3⁄4 ◔ ⏳ 72 — — 53 81 —
28569
the-radiativity-company
ucon-mcp ⚡ Claim
Verified unit conversion and dimensional analysis for AI agents. 190+ units, 31…
B 70 3⁄4 ◔ ⏳ 56 — — 77 81 —
28570
IntegSec
TurboPentest ⚡ Claim 1
MCP server for TurboPentest — run AI-powered penetration tests and review findi…
B 70 3⁄4 ◔ ⏳ 69 — — 58 81 —
28571
bhayanak
PokeAPI MCP Server ⚡ Claim
Give your AI assistant access to the entire Pokémon universe
B 70 3⁄4 ◔ ⏳ 72 — — 51 81 —
28572
liliangshan
A standalone MCP server for API debugging, login authentication, API configurat…
B 70 3⁄4 ◔ ⏳ 84 — — 30 81 —
28573
knportal
formfill-mcp Claim
FormFill MCP — AI-powered web form automation. Fill out any online form by desc…
B 70 3⁄4 ◔ ⏳ 72 — — 54 81 —
28574
lobster-kit
MCP server for LobsterMail — gives AI agents email tools. Create inboxes, send …
B 70 3⁄4 ◔ ⏳ 59 — — 73 81 —
28575
incu6us
loki-mcp-server Claim 1
An MCP server for querying Grafana Loki directly with a discovery-first workflo…
B 70 3⁄4 ◔ ⏳ 61 N/A N/A 69 81 —
28576
catrinmdonnelly
apc-mcp ⚡ Claim 1
MCP server for APC Overnight. Book, label, track and cancel UK parcel shipments…
B 70 3⁄4 ◔ ⏳ 57 — — 76 81 —
28577
Tunzaa
Enables AI agents to integrate Tunzaa Payments by generating accurate boilerpla…
B 70 3⁄4 ◔ ⏳ 82 — — 35 81 —
28578
hypark5540
cloudcraft-mcp ⚡ Claim
Enables Claude Desktop and other MCP clients to list, read, export, and create …
B 70 3⁄4 ◔ ⏳ 68 — — 60 81 —
28579
sdirishguy
MCP Server ⚡ Claim
A secure Model Context Protocol server providing HTTP endpoints for AI agent to…
B 70 3⁄4 ◔ ⏳ 80 — — 39 81 —
28580
alveyautomation
etsy-mcp ⚡ Claim
A production-grade MCP server that enables AI assistants like Claude to read Et…
B 70 3⁄4 ◔ ⏳ 72 — — 53 81 —
28581
optimize-overseas
lob-mcp ⚡ Claim 1
A Model Context Protocol server that enables LLMs to interact with the Lob.com …
B 70 3⁄4 ◔ ⏳ 75 — — 48 81 —
28582
auralshin
Neleus MCP ⚡ Claim
Enables interaction with Hyperliquid markets for technical analysis, order book…
B 70 3⁄4 ◔ ⏳ 74 — — 48 81 —
28583
coffee-fuelled-code
Answer a few questions. Get clean, jurisdiction-aware privacy policies and term…
B 70 3⁄4 ◔ ⏳ 72 — — 53 81 —
28584
daedalus
mcp-exa ⚡ Claim
MCP server exposing Exa websearch API
C 69 3⁄4 ◔ ⏳ 66 N/A N/A 58 81 —
28585
mluckx
Eventflare MCP ⚡ Claim
Search 8,000+ corporate event venues across 40+ cities. Tools for venue search …
C 69 3⁄4 ◔ ⏳ 70 — — 53 81 —
28586
Splaticusamz
Enables AI assistants to access and manage Shopify store data including product…
C 69 3⁄4 ◔ ⏳ 76 — — 40 81 —
28587
rissets
Enables AI agents to integrate Midtrans payments by providing comprehensive doc…
C 69 3⁄4 ◔ ⏳ 80 — — 34 81 —
28588
ellmos-ai
n8n-manager-mcp ⚡ Claim 2
MCP server for managing n8n workflows through AI assistants, including workflow…
C 69 3⁄4 ◔ ⏳ 67 — — 55 81 —
28589
CarlDog
plex-mcp ⚡ Claim 1
Lets MCP clients browse and search your Plex media libraries.
C 69 3⁄4 ◔ ⏳ 78 — — 39 81 —
28590
California-Memtech
Memtech MCP Server ⚡ Claim 1
MCP server that enables AI assistants to semantically search Memtech's memory-A…
C 69 3⁄4 ◔ ⏳ 68 — — 53 81 —
28591
razeevascx
Provides secure access to Trading 212 Public API through MCP, enabling Claude D…
C 69 3⁄4 ◔ ⏳ 84 — — 29 81 —
28592
ElromEvedElElyon
chainlink-sentinel ⚡ Claim 2
MCP server for Chainlink ecosystem monitoring with 6 tools: price feed tracking…
C 69 3⁄4 ◔ ⏳ 61 — — 66 81 —
28593
ethersphere
Swarm MCP ⚡ Claim 1
MCP server for Ethereum Swarm decentralized storage. Provides 12 tools for uplo…
C 69 3⁄4 ◔ ⏳ 79 — — 36 81 —
28594
forsonny
Coolify MCP Server ⚡ Claim 1
MCP server that integrates with Coolify to let AI assistants manage Coolify ins…
C 69 3⁄4 ◔ ⏳ 78 — — 39 81 —
28595
KimJintak
opinet-mcp Claim 1
Provides access to Korea Petroleum Corporation's Opinet fuel price API for Sout…
C 69 3⁄4 ◔ ⏳ 72 — — 48 81 —
28596
clawallex
clawallex-mcp ⚡ Claim
MCP Server for Clawallex payment API - Pay for anything with USDC virtual cards
C 69 3⁄4 ◔ ⏳ 80 N/A N/A 35 81 —
28597
rsanandres
Atlas MCP ⚡ Claim 1
AI-powered MCP server for searching and conversing over FHIR R4 clinical docume…
C 69 3⁄4 ◔ ⏳ 72 — — 48 81 —
28598
vdineshk
RailRouter Lite is a real, production-ready MCP server implementing the Model C…
C 69 3⁄4 ◔ ⏳ 76 — — 40 81 —
28599
lindenlion
Vikunja MCP Server ⚡ Claim
Connects Claude to self-hosted Vikunja instances for conversational task and pr…
C 69 3⁄4 ◔ ⏳ 60 — — 68 81 —
28600
shields
LGTMCP Claim
Gemini-powered code review. Offers review-only and review-and-commit modes with…
C 69 3⁄4 ◔ ⏳ 68 — — 53 81 —
Showing 28551–28600 of 69365 servers
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