MCP Server Quality Scores

Independent quality analysis of 49876 public MCP servers

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49876
Discovered
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29726
Scored
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2112
Verified
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16952
Complete
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Last updated 2 hours ago

Grade Distribution

Score Distribution

Newly Added

retro F Crane Ledger F Brandfetch F teppek F mb-mastering F

Biggest Gainers

Wisely x402 Agent-Payment Infrastructure +48 Graffeo Coffee Roasting +46 mkdshare.DEV +45

Biggest Drops

Serverless-DB-Oracle -46 dime-experiment-tools -45 FreelanceOS -44
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49451
foundrole
MCP server for AI job search — find jobs, track applications, get alerts. Claud…
 — ○ ⏳ — — — — — —
49452
AsafViana
Enables importing, managing, and using Markdown skills from GitHub repositories…
 — ○ ⏳ — N/A N/A — — —
49453
huanshenyi
Deploys a stateless MCP server on AWS Lambda and API Gateway using CDK, support…
 — ○ ⏳ — — — — — —
49454
iprashantraj
Discord MCP server with 46 tools for channels, messages, forums, webhooks, memb…
 — ○ ⏳ — N/A N/A — — —
49455
ksterx
srunx Claim
MCP server for the SLURM workload manager. Submit jobs, run YAML workflows, mon…
 — ○ ⏳ — N/A N/A — — —
49456
derekslinz
Query 100+ open data APIs — government, science, finance, environment, and more.
 — ○ ⏳ — N/A N/A — — —
49457
ReadyAPIs-com
Ready APIs Claim
135 MCP tools: geo, email, phone, company, DNS, FX, equities, weather, tax, eco…
 — ○ ⏳ — — — — — —
49458
liqdlad
mcp-a2a-swap Claim
A2A-Swap is a constant-product AMM (x·y=k) built from first principles for AI a…
 — ○ ⏳ — N/A N/A — 95 —
49459
TheAgencyInstitute
Enables AI agents to track and manage product development projects through stru…
 — ○ ⏳ — N/A N/A — 95 —
49460
jackxiong11894
A standalone MCP server for agentic ABAP development with 67 tools via ADT REST…
 — ○ ⏳ — — — — — —
49461
litheonhq
Recall, check, search, timeline, and graph tools for fiction writers via Seizn …
 — ○ ⏳ — N/A N/A — — —
49462
LovRanRan
Local test execution and coverage summaries for onboarding agents.
 — ○ ⏳ — N/A N/A — — —
49463
pma1999
boe Claim
Search, read, and analyze consolidated Spanish legislation from the Boletín Ofi…
 — ○ ⏳ — N/A N/A — 95 —
49464
axiom-works-ai
An MCP server that gives Claude and other LLM agents programmatic access to EVE…
 — ○ ⏳ — — — — — —
49465
fan-67
local-mcp Claim
A lightweight, stdio-based MCP server enabling AI assistants to perform local f…
 — ○ ⏳ — N/A N/A — — —
49466
chainraydev-no4p
ChainRay Claim
The most complete blockchain data and intelligence service for AI agents. 78 to…
 — ○ ⏳ — — — — 81 —
49467
cnye36
— ○ ⏳ — N/A N/A — 95 —
49468
azmodeh
zt Claim
— ○ ⏳ — N/A N/A — 95 —
49469
novica-ai
SendFast Claim
Agent-native marketing email: draft, edit, screenshot, and send from your verif…
 — ○ ⏳ — — — — — —
49470
estroni
UCP agentic-commerce proxy for Estroni: merino & low-tox women's activewear cat…
 — ○ ⏳ — — — — — —
49471
CSOAI-ORG
Signed, hash-chained, tamper-evident AI incident records. EU AI Act Article 73 …
 — ○ ⏳ — N/A N/A — — —
49472
CIII-glitch
Enables users to search and discover over 500 AI agent endpoints and x402 APIs …
 — ○ ⏳ — — — — 81 —
49473
wzj177
A free search MCP server powered by SearXNG, offering various search types with…
 — ○ ⏳ — — — — — —
49474
lazymac2x
cron-monitor Claim
Cloudflare Workers MCP server: cron-monitor
 — ○ ⏳ — — — — — —
49475
ason-format
Enables compression and decompression of JSON data using the token-optimized AS…
 — ○ ⏳ — N/A N/A — — —
49476
linnn-nb
wwise-mcp Claim
Enables natural language control of Wwise audio middleware, allowing project au…
 — ○ ⏳ — N/A N/A — — —
49477
zafety-vibin
Grimoire Claim
Manage TTRPG campaigns: NPCs, locations, factions, quests, sessions, lore, and …
 — ○ ⏳ — — — — — —
49478
scottgl9
nesift-mcp Claim
MCP server for local semantic search over web content, enabling AI agents to in…
 — ○ ⏳ — N/A N/A — — —
49479
granola
Granola Claim
Summarize meetings into actionable notes automatically. Enhance productivity by…
 — ○ ⏳ — — — — 81 —
49480
CSOAI-ORG
UK domiciliary care provider compliance — DBS checks, CQC registration, Working…
 — ○ ⏳ — N/A N/A — — —
49481
axel-belfort
Barcode generation API for AI agents. Generate EAN-13, UPC-A, Code128, and Code…
 — ○ ⏳ — — — — 81 —
49482
ivo-toby
An MCP server that provides access to the Beatport API for music discovery and …
 — ○ ⏳ — — — — — —
49483
Nexisato
swanlab-mcp Claim
Enables read-only access to SwanLab workspaces, projects, runs, and metrics thr…
 — ○ ⏳ — — — — — —
49484
xlisp
Enables remote control of Android phones via Claude Desktop, offering 45+ tools…
 — ○ ⏳ — N/A N/A — — —
49485
bioanywhere
Enables AI applications to interact with the Base blockchain network and Coinba…
 — ○ ⏳ — — — — 81 —
49486
hamzashahbaz
reddit-mcp Claim
A read-only MCP server that connects to the Reddit Data API to search posts, br…
 — ○ ⏳ — — — — — —
49487
idletoaster
Enables AI assistants to execute SSH commands and perform token-efficient file …
 — ○ ⏳ — — — — — —
49488
louiscklaw
mcp-hko Claim
Provides access to Hong Kong Observatory weather data APIs, enabling retrieval …
 — ○ ⏳ — — — — — —
49489
smochan
Multi-language code-graph MCP server with 18 tools for structural code queries …
 — ○ ⏳ — N/A N/A — — —
49490
linkeddraft
LinkedIn MCP server for AI content creation, LinkedIn post generation, post rew…
 — ○ ⏳ — — — — 81 —
49491
RectiFlex
— ○ ⏳ — N/A N/A — 95 —
49492
shibdad
Connects Claude Desktop to GitHub repositories, enabling users to perform git o…
 — ○ ⏳ — N/A N/A — 95 —
49493
conorbronsdon
Search the Podcast Index: podcasts, episodes, person appearances, trending, fee…
 — ○ ⏳ — N/A N/A — — —
49494
matt07anderson
oeo Claim
— ○ ⏳ — N/A N/A — 95 —
49495
aznleetcoder
n8n-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
49496
sabariganesan25
A starter template for creating MCP servers that work with Puch AI, featuring r…
 — ○ ⏳ — — — — 81 —
49497
Departure and admission records for AI agents with Ed25519/P-256 signatures.
 — ○ — N/A N/A — 81 —
49498
conorbronsdon
OP3 podcast analytics: downloads, geography, app share, episode breakdowns. Rea…
 — ○ ⏳ — N/A N/A — — —
49499
mashh-lab
An MCP server that acts as a proxy to connect MCP clients to agent frameworks l…
 — ○ ⏳ — — — — — —
49500
requestbin
Enables AI coding agents to create webhook bins, inspect and replay HTTP reques…
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Showing 49451–49500 of 49876 servers
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