MCP Server Quality Scores

Independent quality analysis of 59785 public MCP servers

59785
Discovered
29911
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2301
TheNomadInOrbit
Vision MCP Server Claim
Enables vision capabilities for any AI model by routing image analysis requests…
B 78 55 86 72 46 81 95
2302
PROJECXIO
Revenyu MCP Claim
Enables Frappe Framework applications to function as Streamable HTTP MCP server…
B 78 55 84 68 53 80 100
2303
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
2304
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
2305
cexll
BMAD-MCP Claim 1
Orchestrates complete agile development workflows from product requirements to …
B 78 55 90 100 N/A 25 95 58
2306
subspace-lab
matlab-mcp-server Claim
Matlab MCP Server in python
B 78 54 86 58 N/A 54 95 92
2307
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
2308
quazaai
A server that enables AI assistants to understand and interact with Unity proje…
B 78 55 86 62 66 77 98
2309
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
2310
tristau
Provides weather data integration using the OpenWeatherMap API, enabling users …
B 78 55 86 57 69 81 99
2311
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
2312
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
2313
RohanMuppa
MCP server for D2L Brightspace LMS. Check grades, due dates, assignments, annou…
B 78 54 63 71 N/A 75 92 91
2314
Panth1823
Provides real-time and historical Formula 1 racing data through the Model Conte…
B 78 55 84 70 52 82 95
2315
cablate
Enables comprehensive calendar management with capabilities to create, list, up…
B 78 55 92 63 51 80 98
2316
iFurySt
RedNote MCP Claim
Enables searching and accessing Xiaohongshu (RedNote) content via natural langu…
B 78 54 70 71 N/A 69 95 86
2317
vinnyang
Enables AI assistants to search and fetch documentation content from Adobe Expe…
B 78 54 94 68 N/A 24 95 94
2318
SaptaDey
Enable advanced AI reasoning workflows using graph-based thought representation…
B 78 54 94 58 N/A 37 95 93
2319
baskcart
Self-verifying ledger MCP server with dual-signed transactions, gift cards, spo…
B 78 55 78 66 69 82 93
2320
hauptsacheNet
clickup-mcp Claim
clickup-mcp
B 78 55 72 71 76 81 91
2321
Red5d
Enables access to Jupiter Broadcasting podcast episodes through RSS feed parsin…
B 78 55 76 82 43 81 98
2322
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
2323
satendra-mani-tiwari
Provides access to 800,000+ Federal Reserve Economic Data (FRED) time series, e…
B 78 55 100 70 37 81 90
2324
ohnicholas93
Enables AI assistants to interact with Payload CMS instances through authentica…
B 78 55 96 68 43 81 90
2325
c-cf
The server integrates with the free IMF data API and provides various features …
B 78 55 82 82 48 81 91
2326
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
2327
maxgerlach1
Integrates local Granola.ai meeting intelligence with Claude Desktop to enable …
B 78 54 78 53 N/A 67 95 98
2328
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
2329
kittolau
Converts DOCX files to Markdown with formatting preservation and image extracti…
B 78 54 84 63 N/A 44 95 94
2330
falgom4
Enables AI assistants to manage Google Calendar through natural language intera…
B 78 54 84 68 N/A 37 95 98
2331
daedalus
mcp-rpn Claim
MCP server that exposes an RPN calculator
B 78 44 64 N/A N/A 49 95 99
2332
pascalporedda
Enables AI assistants to create and manage Twitter drafts through Typefully, in…
B 78 55 94 66 42 81 95
2333
rsmdt
multimodal Claim 2
Multi-provider media generation — images, video, audio, and transcription via a…
B 78 55 82 100 N/A 76 58 73
2334
ralfbecher
OrionBelt Analytics is an MCP server that analyzes relational database schemas …
B 78 54 94 36 71 95 92
2335
caiovicentino
🤖 AI-Powered MCP Server for Polymarket - Enable Claude to trade prediction mark…
B 78 55 100 41 N/A 73 81 95
2336
CryptoAPIs-io
mcp-block-data Claim 1
MCP server for retrieving block-level data from EVM, UTXO, and XRP blockchains …
B 78 66 81 76 94 42 74 91
2337
Mnehmos
Mnehmos Synch Claim
Provides persistent context synchronization and memory management for AI agents…
B 78 55 90 83 N/A 60 95 53
2338
chongzixuan-ai
Detects AI-generated content and transforms robotic text into natural, human-li…
B 78 54 94 58 N/A 46 95 85
2339
enginSacan
Enables AI assistants to run and analyze pytest tests for desktop applications …
B 78 55 100 100 N/A 21 95 50
2340
kumaran-is
Provides real-time hurricane tracking, 5-day forecast cones, location-based ale…
B 78 55 84 67 56 82 96
2341
jhigh1594
AgilePlace MCP Server Claim 1
Enables AI assistants to interact with AgilePlace for comprehensive project man…
B 78 55 88 82 52 81 76
2342
tspspi
MCP Files Claim 1
Provides a secure, constrained filesystem workspace for LLM agents to manage fi…
B 78 54 72 72 N/A 60 92 92
2343
BoweyLou
A Model Context Protocol server that provides comprehensive access to Obsidian …
B 78 55 85 72 57 81 89
2344
cyanheads
shift-mcp-server Claim 1
Lightweight coordination layer for multiple AI agents working on the same codeb…
B 78 44 72 N/A N/A 57 83 96
2345
Lexpedite
Enables interaction with the Blawx API to discover project ontologies, ask ques…
B 78 55 84 72 45 81 98
2346
RubensZimbres
Multi-Agent Systems with Google's Agent Development Kit + A2A + MCP
B 78 44 72 N/A N/A 46 95 94
2347
artmann
package-registry-mcp Claim 1
MCP server for searching and getting up-to-date information about NPM, Cargo, P…
B 78 54 67 61 N/A 70 95 100
2348
pinecone-io
Pinecone Developer MCP
B 78 55 88 100 78 81 36
2349
druellan
Fathom-Simple-MCP Claim
A Model Context Protocol (MCP) server for accessing Fathom AI API endpoints (me…
B 78 54 82 68 N/A 47 95 92
2350
arpitbatra123
mcp-googletasks Claim 1
An MCP server to interface with the Google Tasks API
B 78 55 73 76 56 80 100
Showing 2301–2350 of 59785 servers
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