MCP Server Quality Scores

Independent quality analysis of 69070 public MCP servers

69070
Discovered
→
33788
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60451
thijs-hakkenberg
A Model Context Protocol server that uses Git as a backend for a collaborative …
— ○ ⏳ — N/A N/A — — —
60452
TheNextGenNexus
Run Lighthouse audits, check SSL certificates, detect tech stacks, query WHOIS …
— ○ ⏳ — N/A N/A — 83 —
60453
gghez
mcp-gouv-fr Claim
MCP server for exploring French public open data via APIs like data.gouv.fr, ge…
— ○ ⏳ — — — — — —
60454
lucasmetron
An MCP server that provides AES-256-CBC encryption and decryption tools, resour…
— ○ ⏳ — N/A N/A — — —
60455
scarlson1109
Enables LLMs to fetch exact LDS scripture verses, search scriptures by topic, r…
— ○ ⏳ — — — — — —
60456
fouomene
MCP GeoData Placefinder: search places, reverse geocode, and find nearby locati…
— ○ ⏳ — N/A N/A — — —
60457
Continuum-AI-Corp
AI video dubbing via OrcaRouter (model orca/dub): upload a video or URL, poll, …
— ○ ⏳ — N/A N/A — — —
60458
LarryLemonBot
Preflight checks for paid x402 and MCP tools before marketplace listing.
— ○ ⏳ — — — — — —
60459
theYahia
Enables searching and retrieving Russian legal cases, court documents, particip…
— ○ ⏳ — — — — — —
60460
Niraven
Scores MCP servers for launch-readiness across trust, tool UX, docs, observabil…
— ○ ⏳ — — — — — —
60461
roger
roger Claim
— ○ ⏳ — N/A N/A — 95 —
60462
williamvd4
MCP server enabling LLMs to perform browser tasks via SSE transport, allowing c…
— ○ ⏳ — N/A N/A — 95 —
60463
kinance
Circle Agent Stack for AI agents: create USDC wallets, set spend policies, send…
— ○ ⏳ — — — — — —
60464
datakoot
Read-only on-chain intel for AI agents on Base: balances, tokens, gas, tx statu…
— ○ ⏳ — — — — — —
60465
synapseops
Connects AI assistants and agentic frameworks to the Graphor API, enabling grap…
— ○ ⏳ — — — — — —
60466
allisonwhilden
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
— ○ ⏳ — N/A N/A — 95 —
60467
kazuph
A server that allows interaction with Google's Gemini AI through the Gemini CLI…
— ○ ⏳ — N/A N/A — 95 —
60468
vkmech999
Instantly converts any running FastAPI application into an MCP server by parsin…
— ○ ⏳ — N/A N/A — — —
60469
saikandikatta
An MCP server that finds cheap flights with flexible dates and smart suggestion…
— ○ ⏳ — — — — — —
60470
IlyaBizyaev
Traggo MCP Claim
An MCP server for Traggo, a tag-based time tracking tool. Manage time spans, ti…
— ○ ⏳ — — — — — —
60471
cheatbased
MCP server for ReceiptConverter that allows AI assistants to parse any receipt …
— ○ ⏳ — — — — — —
60472
Iploop
MCP server giving AI agents controlled residential-proxy web access with option…
— ○ ⏳ — — — — — —
60473
dotlab-hq
ImageMcp Claim
A full-featured image processing MCP server for AI assistants, exposing ~55 too…
— ○ ⏳ — N/A N/A — — —
60474
Latimer-Woods-Tech
MysticAPI Claim
Human Design & astrology engine: bodygraph, personal-sky SVG, today's sky. JPL …
— ○ ⏳ — — — — — —
60475
Astro2024
MCP server providing tools to look up Pokémon, moves, abilities, items, locatio…
— ○ ⏳ — — — — — —
60476
qlaneai
Qlane Claim
AI QA that runs your app in a browser on every pull request: projects, test tar…
— ○ ⏳ — — — — — —
60477
leMaur
MCP server that provides access to Livewire Flux components and layouts documen…
— ○ ⏳ — — — — — —
60478
OUTERFRAME-STUDIO
ScreenWeaver Claim
Screenplay and storyboard in your AI assistant: import scripts, edit scenes, bu…
— ○ ⏳ — — — — — —
60479
Hyperion-GPU
ProofFlow Claim
Audit infrastructure for AI coding agents with evidence-backed review and polic…
— ○ ⏳ — N/A N/A — — —
60480
mmsge
A deny-by-default MCP server for Obsidian vaults where operators declare exact …
— ○ ⏳ — — — — — —
60481
navanithbharadwaj
streams Claim
— ○ ⏳ — N/A N/A — 95 —
60482
print-yuhuan
A MCP server that exposes QQ bot capabilities over Streamable HTTP, enabling cl…
— ○ ⏳ — — — — — —
60483
BusyBee3333
Complete MCP server for Calendly API v2 with 40+ tools and 12 interactive React…
— ○ ⏳ — — — — — —
60484
sameer2191
Local-first repository memory for AI coding agents that indexes codebases into …
— ○ ⏳ — N/A N/A — — —
60485
tycket033-tech
A local RAG MCP server for PDF development experience, enabling document ingest…
— ○ ⏳ — N/A N/A — — —
60486
aboomar26
A weather MCP server that geocodes city names and fetches live weather from Ope…
— ○ ⏳ — — — — — —
60487
Squared-Lemons-Ltd
PodMule Claim
Search, draft and manage your podcast workspace from your agent.
— ○ ⏳ — — — — — —
60488
chochinlu
An MCP server that integrates AI assistants with the Flickr API, enabling manag…
— ○ ⏳ — N/A N/A — — —
60489
ezesubu
Enables AI clients like Claude Code, Cursor, or VS Code to drive the Unreal Edi…
— ○ ⏳ — N/A N/A — — —
60490
amitsingh2003
Synapse Claim
Provides structural code intelligence via 26 MCP tools, enabling AI assistants …
— ○ ⏳ — — — — — —
60491
Automattic
Provides AI assistants with access to WordPress Design System component informa…
— ○ ⏳ — N/A N/A — — —
60492
Ecocitizenz
Local-first, read-only ECZ-ID verifier over MCP (stdio): checks, reports, expla…
— ○ ⏳ — N/A N/A — — —
60493
donpham7
edstem_mcp Claim
An MCP server that allows AI assistants to access EdStem course discussion boar…
— ○ ⏳ — N/A N/A — — —
60494
Governed access to private code for coding agents: policy, redaction, audit cha…
— ○ — N/A N/A — 69 —
60495
bischoff99
Enables comprehensive shipping and order management through EasyPost and Veeqo …
— ○ ⏳ — — — — 81 —
60496
poguuniverse
Enables AI assistants to interact with the 42Crunch API security platform to se…
— ○ ⏳ — — — — 81 —
60497
Rinkesh-Ranpariya-Simform
A Model Context Protocol (MCP) server for managing shared expenses between grou…
— ○ ⏳ — — — — — —
60498
iamsamitdev
Enables sending LINE messages (push, multicast, broadcast), retrieving user pro…
— ○ ⏳ — — — — — —
60499
Amine-Mhiri
Write Reels, TikTok, LinkedIn, X, YouTube and newsletter content in your own vo…
— ○ ⏳ — — — — — —
60500
dorianmeric
Docs-to-AI Claim
Enables LLMs to query documents using semantic search, supporting PDFs, Word, E…
— ○ ⏳ — — — — — —
Showing 60451–60500 of 69070 servers