MCP Server Quality Scores

Independent quality analysis of 66484 public MCP servers

66484
Discovered
31813
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59201
forgemeshlabs
Free Agent Signal Optimization scanner for website/API agent readiness. Scores …
59202
laststance
Enables AI-powered automation, debugging, and observability of Electron applica…
N/A N/A
59203
cluster2600
zvec-mcp Claim
Enables AI agents to store, search, and manage a local vector database for RAG …
N/A N/A
59204
mattbotcode
An MCP server that treats Obsidian vaults as knowledge graphs, enabling AI agen…
N/A N/A
59205
ThomasJanssen-tech
MCP_Server Claim
Enables querying Crunchbase company data through Claude Desktop using natural l…
59206
thisisaman408
MCP server that connects AI clients to a local MiroFish instance for document-d…
N/A N/A
59207
cyanheads
Query 29,500+ World Bank development indicators for 200+ countries across 60+ y…
59208
wangkezun
qq-music-mcp Claim
Integrates QQ Music API with MCP, enabling LLMs to search music, retrieve song …
59209
davincinewton
An extension-based MCP server that enables AI assistants to control your existi…
N/A N/A 95
59210
CSOAI-ORG
agent-identity-trust-mcp MCP server by MEOK AI Labs
59211
arturochent
Enables Claude to search YouTube for artists and manage playlists on your YouTu…
N/A N/A
59212
Shiv-D-Coder
Enables interaction with Gmail, Google Drive, and Google Classroom through Fast…
59213
nzt108-dev
KeyStack Claim
Local dashboard and MCP server that maintains a live project registry and skill…
N/A N/A
59214
remoet-labs
remoet-mcp Claim
Job search for AI agents. Search tech companies by their real tech stack, star …
59215
2nspired
A kanban board MCP server that enables AI agents to read and write project boar…
N/A N/A
59216
lazymac2x
Cloudflare Workers MCP server: cron-collision-detector
59217
NeonGlay
inventor-mcp Claim 1
MCP server for parametric 3D modeling in Autodesk Inventor, enabling natural la…
N/A N/A 95
59218
mikeysrecipes
kagi-server Claim
MCP server integrating the Kagi Search API to perform web searches using the ka…
59219
gui11aume
docdb-mcp Claim
Resolves patent publication numbers to canonical DOCDB identifiers, providing i…
59220
RustFreeOne
Read-only access to TrailWeights' ultralight gear corpus — verified weights, cr…
59221
astroway
astroway-mcp Claim
Comprehensive astrology MCP exposing every endpoint of the AstroWay Calculation…
59222
Test whether 3D assets survive Apple Quick Look and Safari <model>, then fix wh…
N/A N/A 81
59223
Hyperscale Product reads and contract operations over MCP.
67
59224
mcpflow
Enables AI assistants to search for and purchase gift cards, mobile topups, and…
59225
jmagar
Synapse RMCP Claim
Rust MCP and CLI server for Docker, host inspection, SSH, logs, ZFS, and safe f…
N/A N/A
59226
MADPANDA3D
Portal-safe Cloudflare MCP server that enables agents to make Cloudflare API re…
59227
sachitrafa
YourMemory Claim
Persistent memory for AI agents. Memories decay with time and strengthen on rec…
N/A N/A 81
59228
mambalabsdev
Audit a domain email deliverability via Apify: SPF, DKIM, DMARC, MX, blacklist,…
N/A N/A
59229
undeadindustries
Enables Google Workspace administration (Directory, Gmail, Drive, Sheets) via M…
N/A N/A
59230
Sub-Bach
pronote-mcp Claim
A local MCP server that exposes Pronote (French school management system) data …
N/A N/A
59231
wate
openapi-mcp Claim
Automatically generates MCP server tools from OpenAPI specifications, enabling …
59232
moaaz01
Provides weather forecasts, alerts, and current conditions via the Model Contex…
59233
jjjjjjjjnnjnn
relayos-mcp Claim
Enables Claude Code to orchestrate AI team tasks by delegating simple work to f…
N/A N/A
59234
alfianyusufabdullah
A local MCP server that gives AI agents live access to open Figma files for des…
59235
versatilecoder
A comprehensive MCP server that enables database operations, schema management,…
59236
ElliotTheGreek
Turns long-form videos into short-form clips (TikTok/Reels) by reasoning over w…
N/A N/A
59237
mavrkofficial
tydro-mcp Claim
MCP server for the Tydro lending protocol on Ink blockchain, enabling AI agents…
N/A N/A
59238
markswendsen-code
MCP server for Starbucks — let AI agents search the menu, customize drinks, fin…
N/A N/A
59239
sudomichael
Google Search Console for Claude, Cursor & any MCP client — one sign-in, 30 sec…
N/A N/A
59240
clareliguori
Model Context Protocol server to look up domain names and IPs using RDAP.
59241
iosif2
OpenData MCP Claim
OpenData MCP는 표준화된 MCP 인터페이스를 통해 공공데이터 자원에 대한 접근을 제공합니다. 키워드 검색으로 API 목록을 조회하고,…
N/A N/A 95
59242
africanmarketos591
Relational-readiness and market-permission tools for African and high-context m…
59243
FurlPay
Enables AI agents to autonomously search, pay, and book travel by integrating T…
59244
neco001
Provides advanced geospatial analytics for OpenStreetMap, including neighborhoo…
59245
pietrodileo
MCP server that enables AI assistants to interact with InterSystems IRIS databa…
59246
dnuzzolillo
test Claim
N/A N/A 95
59247
cg3
Prior Claim
Prior is a shared knowledge base where AI agents exchange proven solutions. Whe…
81
59248
axel-belfort
DEX liquidity depth analysis API for AI agents. Analyze Uniswap V3 pool liquidi…
N/A N/A 95
59249
chirag127
Crawl websites recursively to build a hierarchical map of pages. Convert HTML i…
N/A N/A 95
59250
openpharma-org
Provides access to EMBL-EBI bioinformatics data including InterPro domains, Pfa…
Showing 59201–59250 of 66484 servers