MCP Server Quality Scores

Independent quality analysis of 66394 public MCP servers

66394
Discovered
31748
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
301
terranode-co
MCP server for spatial queries via the Terranode Geospatial API, enabling AI ag…
B 84 44 90 55 83 99
302
djmoore711
Enables AI assistants to fetch company logos, brand colors, fonts, and corporat…
B 84 55 100 75 53 81 100
303
VectifyAI
PageIndex MCP Claim
Reasoning-based RAG system for chatting with long PDFs. Supports local and onli…
B 84 55 94 72 N/A 84 80 91
304
simonl77
Salesforce MCP Server Claim 1
Enables natural language interactions with Salesforce data and metadata, suppor…
B 84 55 86 100 54 81 87
305
nikkoxgonzales
crash-mcp Claim
MCP server for structured and efficient reasoning with step validation, branchi…
B 84 55 96 82 N/A 76 83 78
306
timothywarner-org
Enables storing, searching, and compressing contextual memories for LLM interac…
B 84 54 90 62 N/A 79 95 92
307
RapierCraft
Perplexity-Comet-MCP Claim 1
MCP server connecting Claude Code to Perplexity Comet browser. Autonomous web b…
B 84 54 94 58 N/A 80 90 99
308
12-days-of-shipmas-2025
Generates blog and social media images using Google's Gemini AI with pre-config…
B 84 55 78 100 63 81 94
309
IBM
MCP Math Server Claim 1
A Mathematical Computation Protocol server providing 286 mathematical functions…
B 84 66 84 86 91 71 83 85
310
Shangri-la-0428
Thronglets Claim
P2P shared memory substrate for AI agents — stigmergic knowledge network via li…
B 84 44 84 N/A N/A 57 95 91
311
IBM
chuk-mcp-time Claim
Provides high-accuracy time information by querying multiple NTP servers for co…
B 84 66 84 71 93 74 84 96
312
dannyshaw
Enables AI assistants to interact with the Pocketsmith personal finance API to …
B 84 55 94 91 66 82 78
313
kbsooo
MCP_Atom_of_Thoughts Claim 1
Atom of Thoughts (AoT) MCP is a server that decomposes complex problems into in…
B 84 55 96 100 N/A 48 81 83
314
rog0x
mcp-dep-tools Claim 1
MCP server providing dependency and package management tools for AI agents. Ana…
B 84 44 94 N/A N/A 35 95 96
315
meysam81
Lightweight DMARC parser: auto-fetch email reports, visualize compliance in a s…
B 84 54 84 66 N/A 85 90 99
316
turlockmike
apple-notifier-mcp Claim
A simple MCP server that can send notifications on mac devices.
B 84 54 84 70 N/A 68 95 99
317
glifxyz
glif-mcp-server Claim
Easily run glif.app AI workflows inside your LLM: image generators, memes, self…
B 84 54 90 68 N/A 80 94 88
318
tan-yong-sheng
ai-vision-mcp Claim
📇 🏠 🍎 🪟 🐧 - Multimodal AI vision MCP server for image, video, and object detect…
B 84 54 100 61 N/A 76 92 90
319
railwayapp
mcp-server Claim
Official Railway MCP server
B 84 54 90 72 N/A 63 95 97
320
anipotts
iMessage MCP Claim 1
25 tools for searching, analyzing, and exploring your iMessage history on macOS.
B 84 55 70 100 N/A 79 95 76
321
cyanheads
An MCP server that enables AI agents to perform search-augmented queries and de…
B 84 54 94 75 64 92 91
322
SebastianMaciel
jsx-notation Claim
JSXN encoder/decoder — compact notation for React/Next.js files, optimized for …
B 84 55 78 100 N/A 64 89 81
323
ondata
ckan-mcp-server Claim 1
MCP server for interacting with CKAN open data portals
B 84 55 85 66 N/A 86 95 90
324
elusznik
An MCP server that executes Python code in isolated rootless containers with op…
B 84 55 96 100 N/A 56 95 58
325
gavdilabs
CAP MCP Plugin Claim
A CAP plugin that automatically generates MCP servers from your CAP services, t…
B 84 54 90 72 77 90 88
326
trycourier
courier-mcp Claim
Build multi-channel notifications into your product, send messages, update list…
B 84 66 84 86 95 60 80 93
327
dalisys
This MCP server enables users to search and access documentation for community-…
B 84 66 86 86 98 47 81 93
328
akshayvkt
Enables searching and retrieving transcripts from over 280 episodes of Lenny's …
B 84 66 100 80 99 35 81 95
329
neverinfamous
SQLite MCP server with 73 tools for JSONB, full-text search, geospatial, and an…
B 84 54 96 41 N/A 88 100 97
330
samihalawa
An MCP server that enables AI agents to autonomously test, debug, and analyze w…
B 84 55 100 100 N/A 68 95 42
331
Ansvar-Systems
newzealand-law-mcp Claim
New Zealand legislation via MCP — full-text search across statutes and provisio…
B 84 66 96 77 96 52 82 91
332
grossiweb
Your agent shouldn't have to guess which model or tool to use. ToolRoute does …
B 84 66 96 68 97 55 81 95
333
yjqian19
exa-mcp-server Claim 1
B 84 66 90 80 97 50 82 92
334
sharozdawa
schema-gen-mcp Claim
Generate Schema.org JSON-LD markup for 12 types including Person, Product, and …
B 84 44 72 72 95 96
335
pijusz
mcp-gads Claim
Google Ads MCP server — query campaigns, keywords, assets & more via natural la…
B 84 44 76 N/A N/A 70 95 94
336
docat0209
mcp-openapi Claim
Turn any OpenAPI/Swagger spec into Claude tools. Zero config, zero code. Suppor…
B 84 54 96 62 N/A 72 94 94
337
sparkvibe-io
GuardianShield Claim 1
AI security layer: code scanning, PII detection, prompt injection, secrets, CVEs
B 84 55 90 100 N/A 75 95 53
338
XCP
mcp-server Claim 1
Interact with Counterparty — the token protocol on Bitcoin. Query, compose, sig…
B 84 55 88 100 N/A 78 78 73
339
dnaerys
onekgpd-mcp Claim
real-time access to 1000 Genomes Project dataset
B 84 66 92 80 90 63 81 89
340
Yezery
Enables the removal of Gemini AI watermarks from generated images in PNG, JPG, …
B 84 55 74 100 N/A 48 95 94
341
Averyy
Enables searching and filtering over 1.5 million electronic components across J…
B 84 55 100 79 57 81 93
342
Oncorporation
FileSystem MCP Server Claim 1
Secure filesystem access for AI agents with configurable directory and file typ…
B 84 55 88 82 N/A 57 95 91
343
quanttogo
Get real-time buy/sell trading signals for US and China markets. Query strategy…
B 83 66 81 96 73 72 82 92
344
verygoodplugins
whatsapp-mcp Claim
WhatsApp MCP server - Connect Claude to WhatsApp for reading and sending messag…
B 83 44 82 N/A N/A 51 95 98
345
vercel
next-devtools-mcp Claim
Official Next.js MCP server for coding agents. Provides runtime diagnostics, ro…
B 83 55 92 82 N/A 59 95 77
346
rashidazarang
airtable-mcp Claim
Connect AI tools directly to Airtable. Query, create, update, and delete record…
B 83 55 90 72 85 80 90
347
christoph-hart
HISE MCP Server Claim 1
Provides access to HISE documentation, including UI component properties, Scrip…
B 83 66 96 100 87 29 77 92
348
timescale
pg-aiguide Claim 2
Enables semantic search across PostgreSQL, TimescaleDB, and PostGIS documentati…
B 83 66 100 80 92 75 61 85
349
danielsimonjr
Math MCP Server Claim
Provides secure mathematical computation capabilities including expression eval…
B 83 55 96 58 82 80 98
350
Ravenight13
Enables AI assistants to semantically search and understand code repositories u…
B 83 55 100 87 42 81 92
Showing 301–350 of 66394 servers
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