MCP Server Quality Scores

Independent quality analysis of 69448 public MCP servers

69448
Discovered
→
34111
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35551
cyanheads
Find air-quality stations and read pollutant observations from government monit…
— ○ ⏳ — — — — — —
35552
guangxiangdebizi
A Model Context Protocol server that analyzes webpage design structures, provid…
— ○ ⏳ — — — — — —
35553
pipeworx-io
Enables querying Yu-Gi-Oh! TCG card data, such as card information, sets, and p…
— ○ ⏳ — — — — — —
35554
MrChartist
Tweet scoring using X's actual algorithm weights - 22 signals, 18 filters, 11 t…
— ○ ⏳ — N/A N/A — — —
35555
FjolleI
geo-mcp Claim
A geospatial MCP server providing weather, geocoding, timezone, and nearby plac…
— ○ ⏳ — — — — — —
35556
luizeduul
MCP server for logging and checking Jira Cloud worklogs from AI agents such as …
— ○ ⏳ — N/A N/A — — —
35557
kevinnz
pretalx-mcp Claim
Local MCP server for pretalx that enables read-only access to events, submissio…
— ○ ⏳ — N/A N/A — 95 —
35558
SuLG-ik
MCP server for converting SVG files to Android Vector Drawable XML, enabling se…
— ○ ⏳ — N/A N/A — — —
35559
russellsch
MCP server that gives AI models read/write access to Obsidian vaults with seman…
— ○ ⏳ — — — — — —
35560
mjendza
Provides Microsoft Entra ID / Graph permissions data to AI agents, enabling sea…
— ○ ⏳ — — — — — —
35561
sshh12
Enables Claude to fully control a Windows desktop with native screen capture, l…
— ○ ⏳ — N/A N/A — — —
35562
jordiagi
L402 Gateway Claim
Enables AI agents to manage Bitcoin micropayments, service offers, and escrow c…
— ○ ⏳ — — — — — —
35563
pipeworx-io
mcp-dblp Claim
Enables searching DBLP authors and venues, providing author details like affili…
— ○ ⏳ — — — — 81 —
35564
radi-totev
AgentAuth Claim
Identity and auth for AI agents: credentials, tokens, delegations, and permissi…
— ○ ⏳ — N/A N/A — 75 —
35565
robsyc
loinc-mcp Claim
Enables searching LOINC codes and retrieving detailed information including pan…
— ○ ⏳ — N/A N/A — — —
35566
braincreator
AI Governance and SecOps platform for remote servers
— ○ ⏳ — N/A N/A — — —
35567
dustdustpy
Orchestrates multiple LLM agents to perform parallel code review, then synthesi…
— ○ ⏳ — — — — — —
35568
aaronbiscotti
prt-mcp Claim
MCP server exposing Pittsburgh Regional Transit (PRT) TrueTime operations as ty…
— ○ ⏳ — — — — — —
35569
ethanhan2014
Enables querying SAP S/4HANA Business Partner data via OData V2 API, supporting…
— ○ ⏳ — — — — — —
35570
raihan0824
An MCP server that provides tools to interact with the Respona Dashboard backen…
— ○ ⏳ — — — — — —
35571
velum-labs
Alma Atlas Claim
Enables AI agents to query live schema, lineage, and query-context across data …
— ○ ⏳ — N/A N/A — — —
35572
geleynse
Gantry Claim
An MCP proxy and dashboard for Space Molt AI fleets that provides compound tool…
— ○ ⏳ — — — — — —
35573
voipbin
An MCP server that enables AI assistants to interact with the VoIPbin CPaaS pla…
— ○ ⏳ — — — — — —
35574
aryxnsdfs
token-diet Claim
An MCP server that reduces token usage by injecting graph-ranked repo maps, dec…
— ○ ⏳ — N/A N/A — — —
35575
egargale
An MCP proxy server that enriches Longbridge's financial API with UI-enhanced t…
— ○ ⏳ — — — — — —
35576
EricxStone
Provides market data and user position information from earn providers like AAV…
— ○ ⏳ — — — — — —
35577
librejustice
LibreJustice Claim
Search French and European case law and French legal texts (codes, statutes, tr…
— ○ ⏳ — — — — — —
35578
bun913
MCP server for Zephyr Scale test management tool, enabling test case, test plan…
— ○ ⏳ — — — — — —
35579
royashbrook
hush Claim
A secret store for AI agents: the agent never sees the plaintext.
— ○ ⏳ — — — — — —
35580
Autostackup
sales Claim
BANT + MEDDIC qualification, ICP scoring, pipeline forecasting & outreach for C…
— ○ ⏳ — N/A N/A — — —
35581
RuleMesh
compliance Claim
Engineered GDPR compliance for engineers and AI agents: pull rules, implement, …
— ○ ⏳ — — — — — —
35582
muslus
gwas-mcp Claim
Enables AI-powered access to major biological databases for GWAS, protein, vari…
— ○ ⏳ — N/A N/A — — —
35583
SyracuseUniversity
Provides a Model Context Protocol interface for managing and monitoring NetApp …
— ○ ⏳ — N/A N/A — 95 —
35584
Sannnao
Enables AI agents to perform semantic search over React Native documentation, r…
— ○ ⏳ — N/A N/A — — —
35585
chaosisnotrandomitisrhythmic
anki-mcp Claim
MCP server for Anki via AnkiConnect, enabling creation, search, and management …
— ○ ⏳ — N/A N/A — — —
35586
centricai
ARVX Claim
Email for long-term client relationships: ARVX reads each person first and reme…
— ○ ⏳ — — — — — —
35587
inSideos-designs
cowork-qa Claim
Goal-driven Playwright browser sessions for LLMs, with full action traces and a…
— ○ ⏳ — N/A N/A — — —
35588
getledric
ledric Claim
A self-hosted content engine with an MCP interface that enables AI agents to re…
— ○ ⏳ — — — — — —
35589
aramai-schematica
CoreModels MCP Server provides 16 tools for AI agents to manage graph-based dat…
— ○ ⏳ — — — — — —
35590
wojtekkura
cf-mcp Claim
Read-only Cloudflare MCP server for SOC investigation, exposing Cloudflare serv…
— ○ ⏳ — — — — — —
35591
dugd
codeskeleton Claim
Enables AI agents to efficiently read Python code by first providing file skele…
— ○ ⏳ — N/A N/A — — —
35592
kud
Enables reading and toggling feature flags, managing environments, segments, an…
— ○ ⏳ — N/A N/A — — —
35593
pipeworx-io
Wraps the API Ninjas multi-endpoint data API, enabling AI agents to access a wi…
— ○ ⏳ — — — — — —
35594
Viyozc
demo-mcps Claim
Provides manufacturing demo data across procurement, production, quality, wareh…
— ○ ⏳ — N/A N/A — — —
35595
plcsense Claim 1
Read-only TwinCAT ST intelligence: resolve symbols, library APIs, docs, validat…
— ○ — N/A N/A — 81 —
35596
Onitsag
Enables AI agents to assist sales advisors of the fictional e-commerce Velora b…
— ○ ⏳ — N/A N/A — — —
35597
egnyte
Enables AI agents to search for and retrieve documents from Egnyte by name, usi…
— ○ ⏳ — N/A N/A — — —
35598
malvex
Enables AI assistants to interact with VS Code for language intelligence, debug…
— ○ ⏳ — N/A N/A — — —
35599
hesreallyhim
Enables interaction with Proton Pass via CLI operations, including vault and it…
— ○ ⏳ — N/A N/A — — —
35600
trionnemesis
教育資源導航 MCP,可透過 TWCampus 目錄路由至台灣官方教育平台,即時搜尋與讀取公開學習資源。
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Showing 35551–35600 of 69448 servers
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