MCP Server Quality Scores

Independent quality analysis of 59785 public MCP servers

59785
Discovered
29911
Scored
2112
Verified
16953
Complete

Last updated 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2351
invidtiv
MCP Scrcpy Vision Claim 1
Provides AI agents with real-time vision and control over Android devices throu…
B 78 55 72 82 N/A 46 95 88
2352
permission-protocol
mcp-guard Claim
MCP middleware that blocks dangerous AI agent actions using a simple YAML config
B 78 44 78 N/A N/A 37 95 93
2353
CryptoAPIs-io
mcp-utils Claim 3
MCP server for address derivation and encoding utilities across multiple blockc…
B 78 64 81 76 93 37 83 84
2354
AtilioA
Enables natural language access to Brazilian treasury bond data through the Tes…
B 78 55 94 61 47 81 98
2355
diegofornalha
BlenderMCP Claim 1
BlenderMCP enables Claude AI to directly interact with and control Blender for …
B 78 55 66 82 N/A 42 95 97
2356
nickclyde
Web search using DuckDuckGo
B 78 55 88 60 58 83 99
2357
kristofer84
Enables secure read-only access to PostgreSQL databases, allowing users to list…
B 78 55 100 58 51 77 93
2358
trondhindenes
Code Index Claim
Fast local source code searching using Zoekt trigram-based indexing
B 78 54 76 58 N/A 69 92 98
2359
prtc
Provides seamless access to the NASA Astrophysics Data System (ADS) for searchi…
B 78 55 94 66 44 81 95
2360
jonashertner
Swiss Case Law Claim 1
956k Swiss court decisions: full-text search, citation graph, statute lookup (D…
B 78 66 84 73 77 50 81 93
2361
saikiyusuke
alog-mcp Claim 1
AI agent activity logger & monitor MCP server with 20 tools. Post logs, create …
B 78 55 94 66 45 82 93
2362
itsOmSarraf
Provides real-time access to Pyth Network's decentralized oracle price feeds ac…
B 78 55 100 62 40 81 93
2363
shiehn
REAPER MCP Server Claim 2
A Model Context Protocol server that exposes REAPER digital audio workstation f…
B 78 55 81 82 47 81 92
2364
xiaobenyang-com
local-fetch Claim 1
A powerful MCP server that offers web scraping capabilities unrestricted by rob…
B 78 64 78 66 87 45 95 92
2365
ymyzk
Nagoya Bus MCP Claim
Provides access to Nagoya bus system information and schedules. Enables users t…
B 78 54 68 58 N/A 72 95 100
2366
pchalupa
SVGR MCP Server Claim 1
Converts SVG content into React components with configurable options including …
B 78 55 78 100 N/A 57 95 48
2367
punkpeye
mcp-ping Claim
Pings a host and returns the result
B 78 54 74 55 N/A 65 95 100
2368
Akkshay10
MCPClientMock Claim 2
MCP server for James Bloom MockServer - create expectations, verify requests, a…
B 78 55 69 100 N/A 61 95 56
2369
SaptaDey
Enable advanced AI reasoning workflows using graph-based thought representation…
B 78 54 94 58 N/A 37 95 93
2370
cablate
Enables comprehensive calendar management with capabilities to create, list, up…
B 78 55 92 63 51 80 98
2371
soth-ai
mcp-reticle Claim
Reticle intercepts, visualizes, and profiles JSON-RPC traffic between your LLM …
B 78 54 90 33 N/A 74 95 98
2372
PROJECXIO
Revenyu MCP Claim
Enables Frappe Framework applications to function as Streamable HTTP MCP server…
B 78 55 84 68 53 80 100
2373
crunchtools
MCP Workboard Claim
Secure MCP server for WorkBoard OKR and strategy execution platform
B 78 55 62 82 N/A 50 95 99
2374
2001Y
CodeRabbit CLI MCP Claim
Enables AI code reviews through the CodeRabbit CLI by exposing a run_review too…
B 78 54 78 72 N/A 52 90 92
2375
koki7o
Rust MCP framework for building AI agents
B 78 54 86 56 N/A 52 95 98
2376
RohanMuppa
MCP server for D2L Brightspace LMS. Check grades, due dates, assignments, annou…
B 78 54 63 71 N/A 75 92 91
2377
Tanush1912
Mnemos Claim
A self-hosted, multi-context memory server that enables AI agents to search and…
B 78 54 94 57 N/A 40 90 98
2378
elcukro
bank-mcp Claim
Provides AI assistants with secure, read-only access to over 15,000 financial i…
B 78 54 66 67 N/A 62 95 100
2379
quazaai
A server that enables AI assistants to understand and interact with Unity proje…
B 78 55 86 62 66 77 98
2380
thhart
Log MCP Server Claim 1
Enables AI assistants to automatically inspect and analyze application runtime …
B 78 55 84 91 N/A 69 95 45
2381
bkotos
Todoist MCP Server Claim
Provides Todoist task management capabilities to AI assistants through the Mode…
B 78 54 84 63 N/A 49 95 93
2382
muammar-yacoob
GMail-Manager-MCP Claim
Connects Claude Desktop to your Gmail so you can start managing your inbox usin…
B 78 55 68 73 69 82 100
2383
tcehjaava
TMDB MCP Server Claim 1
Provides access to The Movie Database (TMDB) API, enabling users to search for …
B 78 54 79 73 56 77 99
2384
cexll
BMAD-MCP Claim 1
Orchestrates complete agile development workflows from product requirements to …
B 78 55 90 100 N/A 25 95 58
2385
Panth1823
Provides real-time and historical Formula 1 racing data through the Model Conte…
B 78 55 84 70 52 82 95
2386
iFurySt
RedNote MCP Claim
Enables searching and accessing Xiaohongshu (RedNote) content via natural langu…
B 78 54 70 71 N/A 69 95 86
2387
CestcaVision
Enables saving AI conversation histories as clean, organized markdown notes wit…
B 78 54 90 61 N/A 48 92 91
2388
tristau
Provides weather data integration using the OpenWeatherMap API, enabling users …
B 78 55 86 57 69 81 99
2389
vinnyang
Enables AI assistants to search and fetch documentation content from Adobe Expe…
B 78 54 94 68 N/A 24 95 94
2390
subspace-lab
matlab-mcp-server Claim
Matlab MCP Server in python
B 78 54 86 58 N/A 54 95 92
2391
baskcart
Self-verifying ledger MCP server with dual-signed transactions, gift cards, spo…
B 78 55 78 66 69 82 93
2392
c-cf
The server integrates with the free IMF data API and provides various features …
B 78 55 82 82 48 81 91
2393
ARadRareness
mcp-registry Claim 1
A central registry and HTTP interface for coordinating Model Context Protocol (…
B 78 54 90 61 N/A 40 87 100
2394
hauptsacheNet
clickup-mcp Claim
clickup-mcp
B 78 55 72 71 76 81 91
2395
tas1337
Enables AI agents to discover and order food from multiple delivery services (D…
B 78 54 90 66 N/A 45 90 91
2396
oOo0oOo
Lean LSP MCP Claim 2
Enables LLM agents to interact with the Lean theorem prover through the Languag…
B 78 55 80 100 75 81 46
2397
satendra-mani-tiwari
Provides access to 800,000+ Federal Reserve Economic Data (FRED) time series, e…
B 78 55 100 70 37 81 90
2398
UtpalJayNadiger
tf-dialect Claim 1
Exposes your organization's Terraform style guide to AI coding agents, enabling…
B 78 54 94 55 N/A 40 92 99
2399
winfunc
Provides security scanning of code snippets, codebases, and code changes via th…
B 78 55 62 82 57 95 92
2400
maxgerlach1
Integrates local Granola.ai meeting intelligence with Claude Desktop to enable …
B 78 54 78 53 N/A 67 95 98
Showing 2351–2400 of 59785 servers
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