MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32351
Golpo-AI
golpo-mcp Claim
MCP server for the Golpo AI video API, enabling video generation, listing, and …
N/A N/A
32352
dKosarevsky
Model Context Protocol server for discovering transforms, validating augmentati…
N/A N/A
32353
zevocorp
Gives AI agents read-only access to ZEVO financial data, enabling queries about…
32354
et-do
Myelin Claim
Myelin provides persistent, brain-inspired memory for AI agents, enabling cross…
N/A N/A
32355
gih2yun
Korean NLP MCP server: morphological analysis, tokenization, spell & grammar ch…
32356
Ansvar-Systems
Enables querying Latvian cybersecurity data, including regulations, guidelines,…
32357
startino
Provides full read-write access to PostgreSQL databases with advanced transacti…
N/A N/A
32358
KultivatorConsulting
This MCP server connects AI agents to a PiKVM device, enabling full keyboard, m…
32359
saihgupr
Enables managing Keyboard Maestro macros with natural language commands, includ…
N/A N/A
32360
sbmeaper
Read-only access to Reddit Ads API v3 for listing ad accounts, campaigns, ad gr…
32361
akari2600
magika-mcp Claim
Enables AI-powered file type detection using Google Magika, identifying file ty…
N/A N/A
32362
pipeworx-io
Enables querying and searching Fauquier County, Virginia open geospatial datase…
32363
kimagure-dd
MCP server for calculating XIRR (Extended Internal Rate of Return) from cash fl…
32364
arturayupov
Live access to 2,766+ women's fashion products from Livostyle.com via 6 tools —…
32365
PancrePal-xiaoyibao
Enables querying Chinese medical information (drugs, diseases, doctors, symptom…
32366
universal-mcp
Enables interaction with Google Calendar through a unified MCP API for managing…
32367
asish-singh
Audits any website for AI agent readiness and safety, scoring prompt injection …
N/A N/A
32368
Alieforwang
Enables PPT generation using iFlytek Zhiwen API, supporting multiple transport …
N/A N/A
32369
MushroomFleet
Transforms markdown documents into immersive 3D visualizations using semantic a…
N/A N/A
32370
J1034567
Washlib Claim
Find car wash centers in France, compare prices, check live availability, and l…
32371
fadnavismehul
SQL Preview Claim
Run governed SQL queries and inspect database schemas from MCP agents.
N/A N/A
32372
Wildcard-Official
deepcontext Claim 1
Advanced codebase indexing and semantic search MCP server
N/A N/A 67
32373
atamayop2018
mcp-server Claim
Enables scraping and comparing LLM inference pricing from multiple providers us…
N/A N/A
32374
ezedinff
Enables interaction with Neo4j databases from the Cursor IDE by executing Cyphe…
N/A N/A
32375
NoBanks
outrank-mcp Claim
MCP server for Outrank that enables AI agents to verify credits, manage website…
32376
johnsnow-nam
MCP server for controlling compatible boards over Bluetooth serial, including D…
N/A N/A
32377
ChainBench
Live, neutral benchmarks for public RPC latency, oracles, bridges, perp DEX, an…
32378
zhuyihenzheng
screenctx Claim
Enables AI tools to collect a compact, structured context bundle for a Spring B…
N/A N/A
32379
IndoTender
Search Thai government procurement tenders and bidder companies.
32380
caikiji
mcp-ssh Claim
MCP server for SSH remote execution, file transfer, and file editing with autom…
32381
danielrosehill
Enables management of BTRFS snapshots via Snapper and monitoring of BTRFS files…
N/A N/A
32382
MohitDabas
Enables context-aware EVTX hunting with process lineage tracing and rarity base…
N/A N/A
32383
MarkovianProtocol
Bitcoin-anchored provenance for AI outputs; enables stamping, verifying, and tr…
32384
print-yuhuan
A MCP server that exposes QQ bot capabilities over Streamable HTTP, enabling cl…
32385
alexandreCyber
Doctrine fiscale française (BOFiP) : recherche, veille et graphe doctrinal. Eta…
32386
vaporif
wezterm-mcp Claim
Enables programmatic control of the WezTerm terminal emulator through the Model…
N/A N/A 95
32387
q2a3z4w
Enables AI agents to control MoviePilot through the MCP protocol for managing s…
N/A N/A
32388
div0ky
Oreo Pudding Claim
Enables LLM clients to interact with Apple Calendar (iCloud) via CalDAV, suppor…
32389
imazhar101
A lightweight MCP server that connects to the PayPal REST API, handling token l…
32390
anythink-cloud
Sick of stitched-together services? Anythink is the all-in-one backend, configu…
N/A N/A
32391
SunFlash12
AI memory buyer routing with Forge docs, pricing, paid recommendations, and MCP…
32392
musabz360
Provide real-time weather data and forecasts to your applications. Enable agent…
N/A N/A 95
32393
Leevandr
MCP server for searching an archive of Solana developer Telegram chats. Enables…
32394
Revmagi
Enables management of TuxCare ePortal resources such as servers, feeds, registr…
32395
rajivdatta
mcp-fabric Claim
MCP server for managing Microsoft Fabric notebooks and Dataflow Gen2 via the Fa…
N/A N/A
32396
ModelPiper
toolpiper Claim
300+ on-device MCP tools for macOS — local AI, voice, vision, browser automatio…
N/A N/A
32397
s3b4hjr
MCP server for querying a multilingual philosophy corpus including glossary, th…
32398
nagendramishr
Enables AI assistants to search, query, and manage Azure AI Search indexes usin…
N/A N/A
32399
jadhaj
Automates backporting upstream Ironic changes across OpenShift release branches…
32400
nathanro
nra-20i-mcp Claim
N/A N/A 95
Showing 32351–32400 of 66549 servers
« Prev 1 646 647 648 649 650 1331 Next »